Rule2024-18519

Trade Regulation Rule on the Use of Consumer Reviews and Testimonials

Primary source

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Published
August 22, 2024
Effective
October 21, 2024

Issuing agencies

Federal Trade Commission

Abstract

The Federal Trade Commission ("FTC" or "Commission") is issuing this final rule and Statement of Basis and Purpose ("SBP") relating to certain specified unfair or deceptive acts or practices involving consumer reviews or testimonials. This final rule, among other things, prohibits selling or purchasing fake consumer reviews or testimonials, buying positive or negative consumer reviews, certain insiders creating consumer reviews or testimonials without clearly disclosing their relationships, creating a company-controlled review website that falsely purports to provide independent reviews, certain review suppression practices, and selling or purchasing fake indicators of social media influence.

Full Text

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<title>Federal Register, Volume 89 Issue 163 (Thursday, August 22, 2024)</title>
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[Federal Register Volume 89, Number 163 (Thursday, August 22, 2024)]
[Rules and Regulations]
[Pages 68034-68079]
From the Federal Register Online via the Government Publishing Office [<a href="http://www.gpo.gov">www.gpo.gov</a>]
[FR Doc No: 2024-18519]



[[Page 68033]]

Vol. 89

Thursday,

No. 163

August 22, 2024

Part II





Federal Trade Commission





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16 CFR Part 465





Trade Regulation Rule on the Use of Consumer Reviews and Testimonials; 
Final Rule

Federal Register / Vol. 89 , No. 163 / Thursday, August 22, 2024 / 
Rules and Regulations

[[Page 68034]]


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FEDERAL TRADE COMMISSION

16 CFR Part 465

RIN 3084-AB76


Trade Regulation Rule on the Use of Consumer Reviews and 
Testimonials

AGENCY: Federal Trade Commission.

ACTION: Final rule.

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SUMMARY: The Federal Trade Commission (``FTC'' or ``Commission'') is 
issuing this final rule and Statement of Basis and Purpose (``SBP'') 
relating to certain specified unfair or deceptive acts or practices 
involving consumer reviews or testimonials. This final rule, among 
other things, prohibits selling or purchasing fake consumer reviews or 
testimonials, buying positive or negative consumer reviews, certain 
insiders creating consumer reviews or testimonials without clearly 
disclosing their relationships, creating a company-controlled review 
website that falsely purports to provide independent reviews, certain 
review suppression practices, and selling or purchasing fake indicators 
of social media influence.

DATES: This rule is effective October 21, 2024.

FOR FURTHER INFORMATION CONTACT: Michael Ostheimer, (202) 326-2699, 
Attorney, Division of Advertising Practices, Bureau of Consumer 
Protection, Federal Trade Commission, Room CC-6316, 600 Pennsylvania 
Avenue NW, Washington, DC 20580.

SUPPLEMENTARY INFORMATION: 

Table of Contents

I. Background
    A. Advance Notice of Proposed Rulemaking
    B. Notice of Proposed Rulemaking
    C. Notice of Informal Public Hearing
II. The Legal Standard for Promulgating the Rule
    A. Prevalence of Acts or Practices Addressed by the Rule
    B. Manner and Context in Which the Acts or Practices Are 
Deceptive or Unfair
    C. The Economic Effect of the Rule
III. Overview of the Comments
    A. Furthering the Commission's Goal
    B. Adoption of the Proposed Rule as a Final Rule
IV. Section-by-Section Analysis
    A. Sec.  465.1--Definitions
    1. Overview
    2. Definition-by-Definition Analysis
    a. Business
    b. Celebrity Testimonial
    c. Clear and Conspicuous
    d. Consumer Review
    e. Consumer Testimonial
    f. Indicators of Social Media Influence
    g. Officers
    h. Purchase a Consumer Review
    i. Reviewer
    j. Substantially Different Product
    k. Testimonialist
    l. Unjustified Legal Threat
    3. Proposed Additional Definitions
    a. Dissemination
    b. Manager
    c. Relative
    d. Purchase or Procure Fake Indicators
    e. Review Hosting
    B. Sec.  465.2--Fake or False Consumer Reviews, Consumer 
Testimonials, or Celebrity Testimonials
    1. Common Language in Sec.  465.2(a), (b), and (c)
    2. Sec.  465.2(a)
    3. Sec.  465.2(b)
    4. Sec.  465.2(c)
    5. Sec.  465.2(d)
    6. Knowledge Standard
    7. Other Proposals
    C. Sec.  465.3--Consumer Review or Testimonial Reuse or 
Repurposing
    D. Sec.  465.4--Buying Positive or Negative Consumer Reviews
    E. Sec.  465.5--Insider Consumer Reviews and Consumer 
Testimonials
    1. Material Connections
    2. Relatives
    3. Agents
    4. Scope
    5. Knowledge Standard
    6. Other Suggestions
    F. Sec.  465.6--Company-Controlled Review Websites or Entities
    G. Sec.  465.7--Review Suppression
    1. Sec.  465.7(a)
    2. Sec.  465.7(b)
    H. Sec.  465.8--Misuse of Fake Indicators of Social Media 
Influence
    I. Sec.  465.9--Severability
V. Final Rule
VI. Final Regulatory Analysis Under Section 22 of the FTC Act
    A. Need for, and Objectives of the Final Rule
    B. Anticipated Costs and Benefits of the Final Rule
    1. Estimated Benefits of the Final Rule
    a. Consumer Welfare Benefits From Better-Informed Purchase 
Decisions
    b. Consumer Time Savings From Increased Reliability of Summary 
Ratings
    c. Benefits Related to Competition
    2. Estimated Costs of the Final Rule
    a. Compliance Costs
    b. Other Impacts of the Final Rule
    C. Reasonable Alternatives and Explanation of Why Particular 
Alternative Chosen
VII. Paperwork Reduction Act
VIII. Regulatory Flexibility Act--Final Regulatory Flexibility 
Analysis
    A. Reasons for the Rule
    B. Issues Raised by Comments, the Commission's Assessment and 
Response, and Any Changes Made as a Result
    C. Comments by the Chief Counsel for Advocacy of the SBA, the 
Commission's Assessment and Response, and Any Changes Made as a 
Result
    D. Description and Estimate of the Number of Small Entities to 
Which the Rule Will Apply
    E. Description of the Projected Reporting, Recordkeeping, and 
Other Compliance Requirements
    F. Description of Steps Taken To Minimize Impact of the Rule on 
Small Entities
IX. Congressional Review Act

I. Background

A. Advance Notice of Proposed Rulemaking

    On November 8, 2022, the Federal Trade Commission (``Commission'' 
or ``FTC'') published an advance notice of proposed rulemaking 
(``ANPR'') to address certain deceptive or unfair acts or practices 
involving consumer reviews or testimonials.\1\ Specifically, the ANPR 
discussed: (1) reviews or endorsements by people who do not exist, who 
did not actually use or test the product or service, or who were 
misrepresenting their experience with it; (2) review hijacking, where a 
seller steals or repurposes reviews of another product; (3) marketers 
offering compensation or other incentives in exchange for, or 
conditioned on, the writing of positive or negative consumer reviews; 
(4) owners, officers, or managers of a company (a) writing reviews or 
testimonials of their own products or services, or publishing 
testimonials by their employees or family members, which fail to 
provide clear and conspicuous disclosures of those relationships, or 
(b) soliciting reviews from employees or relatives without instructing 
them to disclose their relationships; (5) the creation or operation of 
websites, organizations, or entities that purportedly provide 
independent reviews or opinions of products or services but are, in 
fact, created and controlled by the companies offering the products or 
services; (6) misrepresenting that the consumer reviews displayed 
represent most or all of the reviews submitted when, in fact, reviews 
are being suppressed based upon their negativity; (7) the suppression 
of customer reviews by physical threat or unjustified legal threat; and 
(8) selling, distributing, or buying followers, subscribers, views, and 
other indicators of social media influence. As part of the ANPR, the 
Commission solicited public comment on, among other things, whether 
such practices are prevalent and, if so, whether and how to proceed 
with a notice of proposed rulemaking

[[Page 68035]]

(``NPRM'').\2\ The ANPR provided for a 60-day comment period, and the 
Commission received 42 responsive comments \3\ from review platforms 
and other businesses, trade associations, consumer advocacy 
organizations, entities dedicated to fighting fake reviews, a public 
interest research center, a think tank, academic researchers, and 
individual consumers.\4\ Most commenters expressed support for the 
Commission proceeding with the rulemaking. Five comments expressed the 
view that a rulemaking was unnecessary, was premature, or should not 
apply to the commenter's constituents, or expressed skepticism about 
the utility of a rulemaking.
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    \1\ Fed. Trade Comm'n, Trade Regulation Rule on the Use of 
Reviews and Endorsements, 87 FR 67424 (Nov. 8, 2022) [hereinafter 
``ANPR''], <a href="https://www.federalregister.gov/documents/2022/11/08/2022-24139/trade-regulation-rule-on-the-use-of-reviews-and-endorsements">https://www.federalregister.gov/documents/2022/11/08/2022-24139/trade-regulation-rule-on-the-use-of-reviews-and-endorsements</a>. The ANPR was entitled ``Trade Regulation Rule 
Concerning Reviews and Endorsements.'' In order to better reflect 
its content, the Commission subsequently decided to change the name 
of the proposed rule to ``Trade Regulation Rule on the Use of 
Consumer Reviews and Testimonials.''
    \2\ See ANPR, 87 FR 67427.
    \3\ The Commission also received six unresponsive comments.
    \4\ The comments are publicly available on this rulemaking's 
docket at <a href="https://www.regulations.gov/docket/FTC-2022-0070/comments">https://www.regulations.gov/docket/FTC-2022-0070/comments</a>.
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B. Notice of Proposed Rulemaking

    Based on an extensive review of the comments received in response 
to the ANPR, the Commission's own history of enforcement, and other 
sources of information, the Commission published the NPRM on July 31, 
2023.\5\ In the NPRM, the Commission stated that it has reason to 
believe that certain unfair or deceptive acts or practices involving 
consumer reviews or testimonials are prevalent, including: (1) fake 
consumer reviews and testimonials, as well as reviews and testimonials 
that otherwise misrepresent the experiences of the reviewers and 
testimonialists; (2) the unfair or deceptive reuse or repurposing of 
consumer reviews; (3) the giving of incentives for reviews conditioned 
on the sentiment of the reviews; (4) the use of consumer reviews and 
testimonials written by company insiders without disclosure of their 
relationships to the company; (5) marketers setting up purportedly 
independent websites, organizations, or entities to review or endorse 
their own products; (6) seller websites representing that the consumer 
reviews displayed represent most or all of the reviews submitted when, 
in fact, reviews are being suppressed based upon their negativity; (7) 
review suppression by unjustified legal threat or physical threat; and 
(8) the sale and misuse of fake indicators of social media influence 
for commercial purposes.\6\ The Commission identified no disputed 
issues of material fact; explained its considerations in developing the 
proposed rule; solicited additional public comment thereon, including 
specific questions designed to assist the public in submitting 
comments; and provided interested parties the opportunity to request to 
present their position orally at an informal hearing.\7\ Finally, the 
NPRM set out the Commission's proposed regulatory text.\8\
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    \5\ See Fed. Trade Comm'n, Trade Regulation Rule on the Use of 
Consumer Reviews and Testimonials, 88 FR 49364 (July 31, 2023) 
[hereinafter ``NPRM''], <a href="https://www.federalregister.gov/documents/2023/07/31/2023-15581/trade-regulation-rule-on-the-use-of-consumer-reviews-and-testimonials">https://www.federalregister.gov/documents/2023/07/31/2023-15581/trade-regulation-rule-on-the-use-of-consumer-reviews-and-testimonials</a>.
    \6\ See id. at 49370-77.
    \7\ Id. at 49377-81, 49389-90.
    \8\ Id. at 49390-92.
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    In response to the NPRM, the Commission received 100 responsive and 
non-duplicative comments \9\ from entities and individuals interested 
in the proposed rule,\10\ which are discussed in sections III and IV. 
Although some commenters raised concerns and recommended specific 
modifications or additions to the Commission's proposal, the majority 
of commenters generally supported the Commission's proposal. Three 
commenters submitted timely requests to make oral statements at an 
informal hearing (``the hearing requesters'').\11\
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    \9\ The Commission also received sixteen comments that were non-
responsive and two that were duplicates.
    \10\ The comments are publicly available on this rulemaking's 
docket at <a href="https://www.regulations.gov/document/FTC-2023-0047-0001/comment">https://www.regulations.gov/document/FTC-2023-0047-0001/comment</a>.
    \11\ Fake Review Watch, Cmt. on NPRM at 4-5 (Aug. 8, 2023), 
<a href="https://www.regulations.gov/comment/FTC-2023-0047-0015">https://www.regulations.gov/comment/FTC-2023-0047-0015</a> (``Fake 
Review Watch Cmt.''); Interactive Advertising Bureau, Cmt. on NPRM 
at 14-15 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0101">https://www.regulations.gov/comment/FTC-2023-0047-0101</a> (``IAB Cmt.''); Researchers at Brigham Young 
University, Pennsylvania State University, and Emory University, 
Cmt. on NPRM at 4 (Sept. 22, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0060">https://www.regulations.gov/comment/FTC-2023-0047-0060</a> (``The Researcher Cmt.'').
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C. Notice of Informal Public Hearing

    On January 16, 2024, the Commission published an Initial Notice of 
Informal Hearing, which also served as the Final Notice of Informal 
Hearing.\12\ The Notice designated the Honorable Carol Fox Foelak, an 
Administrative Law Judge for the Securities and Exchange Commission, to 
serve as the presiding officer for the informal hearing and stated that 
the hearing requesters could speak at the informal hearing, make 
documentary submissions to be placed on the public rulemaking record, 
or both. Written submissions were due on or before January 30, 2024. In 
response to the Notice of Informal Hearing, the Commission received 
seven comments.\13\ The Notice also stated that the Commission had 
decided not to proceed with proposed Sec.  465.3,\14\ which pertained 
to the unfair or deceptive reuse or repurposing of a consumer review 
written or created for one product so that it appears to have been 
written or created for a substantially different product.
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    \12\ Fed. Trade Comm'n, Trade Regulation Rule on the Use of 
Consumer Reviews and Testimonials, 89 FR 2526 (Jan. 16, 2024) 
[hereinafter ``Hearing Notice''], <a href="https://www.federalregister.gov/documents/2024/01/16/2024-00678/rule-on-the-use-of-consumer-reviews-and-testimonials">https://www.federalregister.gov/documents/2024/01/16/2024-00678/rule-on-the-use-of-consumer-reviews-and-testimonials</a>.
    \13\ The comments are publicly available on this rulemaking's 
docket at <a href="https://www.regulations.gov/docket/FTC-2024-0004/comments">https://www.regulations.gov/docket/FTC-2024-0004/comments</a>.
    \14\ Hearing Notice, 89 FR 2528.
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    As announced in the Notice of Informal Hearing, the informal 
hearing began as scheduled on February 13, 2024.\15\ Because the 
Commission had not designated disputed issues of material fact, the 
February 13 hearing session included no cross-examination or rebuttal 
submissions but did include oral statements from the three hearing 
requesters.\16\ One of the hearing requesters, the Interactive 
Advertising Bureau (``IAB''), a trade association, argued that there 
were two disputed issues of material fact.\17\ The other two hearing 
requesters discussed their comments submitted pursuant to the NPRM. At 
the conclusion of this hearing session, the presiding officer issued an 
order inviting further submissions, including specific evidence, 
concerning whether there were disputed issues of material fact.\18\ IAB 
submitted a letter that described the results from a survey directed to 
its members--to which eighteen unidentified members responded \19\--
regarding the impact of the proposed rule, including their estimated 
compliance costs.\20\
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    \15\ Members of the public were able to watch the informal 
hearing live on the Commission's website, <a href="https://www.ftc.gov">https://www.ftc.gov</a>.
    \16\ A transcript of the February 13 hearing session is 
available at <a href="https://www.ftc.gov/system/files/ftc_gov/pdf/transcript-consumer-reviews-and-testimonials-rule-informal-hearing-feb-13-2024.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/transcript-consumer-reviews-and-testimonials-rule-informal-hearing-feb-13-2024.pdf</a> [hereinafter ``February 13 Hearing Transcript''].
    \17\ IAB's proposed disputed issues of material fact were 
``whether the compliance costs for businesses will be minimal, 
particularly if the `knew or should have known' standard is 
finalized'' and ``whether the Commission finding that unattended 
consequences from the NPRM are unlikely is accurate.'' February 13 
Hearing Transcript at 9.
    \18\ Order by Presiding Officer Foelak at 2 (Feb. 13, 2024), 
<a href="https://www.ftc.gov/system/files/ftc_gov/pdf/r311003aljorder20240213.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/r311003aljorder20240213.pdf</a>.
    \19\ IAB ``represents over 700 leading media companies, brand 
marketers, agencies and technology companies.'' February 13 Hearing 
Transcript at 6.
    \20\ Letter Brief from Interactive Advertising Bureau to 
Presiding Officer Foelak (Feb. 20, 2024), <a href="https://www.ftc.gov/system/files/ftc_gov/pdf/r311003iabsubmission20240220.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/r311003iabsubmission20240220.pdf</a>.
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    On February 23, 2024, the presiding officer issued an order finding 
one disputed issue of material fact, namely, ``[w]hether the compliance 
costs for businesses will be minimal.'' \21\ However, the February 23 
order stated that ``[i]t can be argued that . . . even

[[Page 68036]]

if the actual costs are more than double what the FTC assumed, it would 
not change the outcome of the rule, and therefore, it is not a 
`disputed issue[ ] of material fact necessary to be resolved.' '' \22\ 
The order provided that the presiding officer was nevertheless 
scheduling an additional hearing session for March 5, 2024, because 
``an expert witness or proposed testimony from affected firms' 
compliance officers or legal counsel'' might ``shed light on what would 
be involved with compliance review and implementation'' and ``could 
give the FTC a way of better quantifying cost.'' \23\ The March 5 
hearing session was subsequently moved to March 6, 2024 at the trade 
association's request.\24\
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    \21\ Order by Presiding Officer Foelak (Feb. 23, 2024), <a href="https://www.ftc.gov/system/files/ftc_gov/pdf/p311003aljorder20240226.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/p311003aljorder20240226.pdf</a>.
    \22\ Id.
    \23\ Id.
    \24\ Order by Presiding Officer Foelak (Feb. 28, 2024), <a href="https://www.ftc.gov/system/files/ftc_gov/pdf/r311003_alj_order_3_2024.02.28.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/r311003_alj_order_3_2024.02.28.pdf</a>.
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    At the March 6 hearing session, the trade association put on one 
witness: its Executive Vice President for Public Policy, an attorney, 
who testified about the results of two limited surveys of its 
members.\25\ FTC staff conducted cross examination. The attorney's 
testimony about the surveys \26\ did not call the Commission's cost 
estimates into legitimate question. Only a small number of unidentified 
trade association members completed the surveys, and no evidence was 
submitted to indicate that they were representative of any group, much 
less all affected businesses.\27\ Further, only a few of the survey 
respondents gave compliance cost estimates, none of which were 
accompanied by explanation or evidence of their factual bases, and all 
of which could have been influenced by the trade association's 
misconceptions about the law and the proposed rule.\28\
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    \25\ A transcript of the March 6 hearing session is available at 
<a href="https://www.ftc.gov/system/files/ftc_gov/pdf/r311003informalhearing03062024.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/r311003informalhearing03062024.pdf</a>. See also, Interactive 
Advertising Bureau's Submission of Exhibits (Mar. 5, 2024), <a href="https://www.ftc.gov/system/files/ftc_gov/pdf/r311003iabsubmissionexhibits20240305.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/r311003iabsubmissionexhibits20240305.pdf</a>.
    \26\ The presiding officer stated that testimony by the trade 
association's ``attorney about survey responses is hearsay and will 
be weighed accordingly.'' Order by Presiding Officer Foelak (Mar. 4. 
2024), <a href="https://www.ftc.gov/system/files/ftc_gov/pdf/r311003aljorder20240304-1.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/r311003aljorder20240304-1.pdf</a>.
    \27\ IAB received eighteen responses to the first survey and 
nineteen to the second. See Post-Hearing Letter Brief from 
Interactive Advertising Bureau to Presiding Officer Foelak (Mar. 13, 
2024), <a href="https://www.ftc.gov/system/files/ftc_gov/pdf/r311003iabposthearingbrief20240313.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/r311003iabposthearingbrief20240313.pdf</a>.
    \28\ See Transcript of Informal Hearing on Proposed Trade 
Regulation Rule on the Use of Consumer Reviews and Testimonials 
(Mar. 6, 2024), <a href="https://www.ftc.gov/system/files/ftc_gov/pdf/r311003informalhearing03062024.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/r311003informalhearing03062024.pdf</a>.
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    The presiding officer issued a recommended decision on May 8, 2024, 
stating that based on the evidence, ``it cannot be found whether or not 
the proposed rule will have compliance costs that will be minimal.'' 
\29\ Later in the decision, the presiding officer explained that the 
evidence ``falls short as the basis for a finding that compliance costs 
would not be minimal'' because ``a minute sample of businesses that 
would be affected by the proposed rule responded to the surveys, and 
there is insufficient information about the nature of those businesses, 
how they calculated potential compliance costs, and the methodology of 
the surveys.'' \30\
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    \29\ Order by Presiding Officer Foelak at 5 (May 8, 2024), 
<a href="https://www.ftc.gov/system/files/ftc_gov/pdf/r311003aljdecision20240508.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/r311003aljdecision20240508.pdf</a>. The presiding officer added that, 
``[u]nquestionably, there is insufficient evidence in the record to 
make a specific finding as to the size of the compliance costs 
associated with the proposed rule.'' Id. at 5 n.9.
    \30\ Id. at 6.
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    In crafting the final rule, the Commission has carefully considered 
the comments received and the rulemaking record as a whole, which 
includes the oral statements made at and documents submitted for the 
informal hearing. As a result, the final rule contains some changes 
from the proposed rule. These modifications, mostly clarifications and 
limitations, discussed in detail in section IV of this document, are 
based upon input from commenters and careful consideration of relevant 
law. Section IV also discusses commenters' recommendations that the 
Commission declined to adopt, along with the Commission's reasons for 
rejecting them. Accordingly, the Commission adopts the proposed rule 
with limited modifications as discussed below. The rule will take 
effect October 21, 2024.

II. The Legal Standard for Promulgating the Rule

    The Commission is promulgating 16 CFR part 465 pursuant to section 
18 of the FTC Act, 15 U.S.C. 57a, which authorizes the Commission to 
promulgate, modify, and repeal trade regulation rules that define with 
specificity acts or practices in or affecting commerce that are unfair 
or deceptive within the meaning of section 5(a)(1) of the FTC Act, 15 
U.S.C. 45(a)(1).\31\
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    \31\ See 15 U.S.C. 57a(a)(1)(B).
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    Whenever the Commission promulgates a rule under section 
18(a)(1)(B), the rule must also include a Statement of Basis and 
Purpose (``SBP'') that addresses: (1) the prevalence of the acts or 
practices addressed by the rule; (2) the manner and context in which 
the acts or practices are unfair or deceptive; and (3) the economic 
effect of the rule, taking into account the effect on small businesses 
and consumers.\32\ In this section of the preamble, the Commission 
summarizes its findings regarding each of these requirements.
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    \32\ 15 U.S.C. 57a(d)(1). In addition, section 22(b)(2) of the 
FTC Act requires the Commission to prepare a final regulatory 
analysis. 15 U.S.C. 57b-3(b)(2). The final regulatory analysis is in 
section VI of this document.
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A. Prevalence of Acts or Practices Addressed by the Rule

    In its ANPR, the Commission described its enforcement record, 
demonstrating the pervasiveness of the deceptive or unfair commercial 
acts or practices involving reviews or other endorsements it was 
examining.\33\ In the NPRM, the Commission cited additional enforcement 
evidence, including actions brought by State Attorneys General 
(``AGs'') and private lawsuits, as well as international evidence, and 
also took notice of additional indications of prevalence that came from 
commenters.\34\
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    \33\ ANPR, 87 FR 67425-26.
    \34\ NPRM, 88 FR 49370-77.
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    In support of the finding that fake reviews are prevalent, the NPRM 
cited to (1) FTC, State, and private cases; (2) statistics from review 
platforms, a platform insider, academic and other researchers, consumer 
surveys, investigative journalists, and others about the incidence of 
fake reviews; (3) information about the pervasiveness of consumer 
review rings that facilitate the buying, selling, or exchange of fake 
reviews; (4) the experiences of regulators in other countries and of 
international bodies; and (5) reporting regarding the use of generative 
artificial intelligence (``AI'') tools that make it easier for bad 
actors to write fake reviews.\35\ In support of the finding that fake 
testimonials are prevalent, the NPRM discussed relevant FTC cases, an 
in-depth Better Business Bureau investigative study that examined fake 
celebrity endorsements, a celebrity lawsuit involving the fraudulent 
use of the celebrities' names, and an FTC consumer alert about fake 
Shark Tank celebrity testimonials.\36\ In support of the finding that 
misrepresentations of endorsers' experiences are prevalent, the NPRM 
cited to FTC cases and a

[[Page 68037]]

comment by the North American Insulation Manufacturers Association 
(``NAIMA'') asserting that testimonials by those misrepresenting their 
experiences with insulation products are plentiful.\37\ The Commission 
concluded that the unfair or deceptive reuse or repurposing of consumer 
reviews is prevalent, relying upon a prior Commission case and numerous 
news articles.\38\ To show how commonly incentives are given in 
exchange for reviews with the incentives conditioned on the sentiment 
of the reviews, the NPRM pointed to FTC and private cases, analyses by 
researchers of markets for procuring reviews, and the experience of a 
small business employee commenter who said a competitor was providing 
incentives for 5-star reviews.\39\ The Commission found prevalence of 
unfair or deceptive insider reviews and testimonials based on its prior 
cases; a State AG action; statistics from a review platform commenter 
about how many reviews of businesses were written by their owners, 
officers, or employees, or their family members; and an individual 
commenter who relied upon insider reviews in selecting an auto repair 
shop.\40\ The NPRM cited prior cases regarding the prevalent practice 
of marketers setting up purportedly independent websites, 
organizations, or entities to review or endorse their own products.\41\ 
The Commission found prevalence of suppression of negative reviews on 
retailer or business websites based on a platform's comment, a recent 
FTC case, and what it learned in another investigation about more than 
4,500 merchants that were automatically publishing only 4- or 5-star 
consumer reviews.\42\ The NPRM relied upon reports by platform and 
other commenters, as well as FTC and State AG cases, regarding review 
suppression by unjustified legal threat or physical threat.\43\ 
Finally, with respect to the prevalence of sales and misuse of fake 
indicators of social media influence for commercial purposes, the NPRM 
discussed cases brought by the FTC, a State AG, and private parties, 
and published reports on social media bots and fake social media 
accounts.\44\
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    \35\ Id. at 49370-72. AI tools make it easier for bad actors to 
pollute the review ecosystem by generating, quickly and cheaply, 
large numbers of realistic but fake reviews that can then be 
distributed widely across multiple platforms. AI-generated reviews 
are covered by the final rule, which the Commission hopes will deter 
the use of AI for that illicit purpose.
    \36\ NPRM, 88 FR 493720-73.
    \37\ Id. at 49373.
    \38\ Id. at 49373-74.
    \39\ Id. at 49374.
    \40\ Id. at 49374-75.
    \41\ Id. at 49375
    \42\ Id. at 49376.
    \43\ Id.
    \44\ Id. at 49376-77.
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B. Manner and Context in Which the Acts or Practices Are Deceptive or 
Unfair

    The rule is intended to curb certain unfair or deceptive uses of 
consumer reviews and testimonials. It contains several provisions to 
promote accuracy and truthfulness in reviews and testimonials and, 
thus, will allow American consumers to make better-informed purchase 
decisions. The key provisions of the rule prohibit conduct that is 
inherently deceptive or unfair, including creating, selling, and buying 
fake or false reviews or testimonials; buying reviews in exchange for, 
or conditioned on, their sentiment; and using reviews and testimonials 
from company insiders that hide their relationships to the company. The 
rule also includes prohibitions against misleading, company-controlled 
review websites or entities; unfair or deceptive review suppression 
practices; and the misuse of fake indicators of social media influence.

C. The Economic Effect of the Rule

    As part of the rulemaking proceeding, the Commission solicited 
public comment and data (both qualitative and quantitative) on the 
economic impact of the proposed rule and its costs and benefits.\45\ In 
issuing the final rule, the Commission has carefully considered the 
comments received and the costs and benefits of each provision, taking 
into account the effect on small businesses and consumers, as discussed 
in more detail in sections VI and VIII of this document. The record 
demonstrates that the most significant anticipated benefit of the final 
rule is increased deterrence of clearly unfair or deceptive acts or 
practices involving consumer reviews or testimonials. Another 
significant benefit is the expansion of the remedies available to the 
Commission, including the ability to more effectively obtain monetary 
relief. This is particularly critical given the U.S. Supreme Court's 
decision in AMG Capital Management, LLC v. FTC, which held that 
equitable monetary relief, including consumer redress, is not available 
under section 13(b) of the FTC Act.\46\ Post-AMG, the Commission's 
primary means for obtaining redress is section 19 of the FTC Act. By 
issuing the final rule, the Commission can obtain such redress based on 
violations of the rule in one proceeding under section 19(a)(1), which 
will be significantly faster than the two-step process for obtaining 
redress under section 19(a)(2).\47\ By allowing the Commission to 
secure redress more quickly and efficiently, this rule will also allow 
the Commission to preserve enforcement resources for other mission 
priorities.\48\ As an additional benefit, the rule will enable the 
Commission to seek civil penalties against violators.\49\ Without an 
efficient way to seek civil penalties, bad actors have little fear of 
being penalized for using fraud and deception in connection with 
reviews and endorsements. Increased deterrence will have consumer 
welfare benefits and will benefit honest competition.\50\ Moreover, the 
final rule is likely to impose relatively small compliance costs on 
honest businesses.\51\
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    \45\ ANPR, 87 FR 67426-27; NPRM, 88 FR 49387-88.
    \46\ See AMG Cap. Mgmt., LLC v. FTC, 593 U.S. 67, 82 (2021).
    \47\ See 15 U.S.C. 57b(a)(1), (2); see also NPRM, 88 FR 49377-78 
(discussing impact of AMG Cap. Mgmt.).
    \48\ When the rule has been violated, the Commission can 
commence a Federal court action and seek to recover money for 
consumers or obtain an order imposing civil penalties. See 15 U.S.C. 
57b(a)(1), 15 U.S.C. 45(m)(1)(A). Without the rule, the path to 
monetary relief is longer and requires the Commission to first 
conduct an administrative proceeding to determine whether the 
respondent violated the FTC Act; if the Commission finds that the 
respondent did so, the Commission issues a cease-and-desist order, 
which might not become final until after the resolution of any 
resulting appeal. Then, to recover money for consumers, the 
Commission must prove in a separate Federal court action that the 
violator engaged in fraudulent or dishonest conduct. See 15 U.S.C. 
57b(a)(2).
    \49\ See section 5(m)(1)(A) of the FTC Act, 15 U.S.C. 
45(m)(1)(A) (providing that violators of a trade regulation rule 
``with actual knowledge or knowledge fairly implied on the basis of 
objective circumstances that such act is unfair or deceptive and is 
prohibited by such rule'' are liable for civil penalties for each 
violation). In addition, any entity or person who violates such a 
rule (irrespective of the state of knowledge) is liable for any 
injury caused to consumers by the rule violation. The Commission may 
pursue such recovery in a suit under section 19(a)(1) of the FTC 
Act, 15 U.S.C. 57b(a)(1).
    \50\ NPRM, 88 FR 49382-85.
    \51\ Id. at 49385-87; see infra sections VI and VIII of this 
document.
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III. Overview of the Comments \52\
---------------------------------------------------------------------------

    \52\ Minor changes to formatting, grammar, and punctuation have 
been made to some of the comments quoted in this document. These 
changes do not entail any substantive changes.
---------------------------------------------------------------------------

    The Commission received 100 responsive and non-duplicative comments 
in response to the NPRM from a diverse group of individuals (including 
consumers and law students), industry groups and trade associations, 
review platforms, retailers, and other businesses, consumer advocacy 
organizations, and government entities.
    In the NPRM, the Commission invited the public to comment on any 
issues or concerns the public believed were relevant or appropriate to 
the Commission's consideration of the

[[Page 68038]]

proposed rule.\53\ The NPRM also posed twenty-three specific questions 
for the public.\54\ The first two are broad questions addressed in this 
section III, which also discusses several issues or concerns that 
commenters raised generally without reference to particular sections of 
the rule. Responses to the more specific questions in the NPRM are 
discussed in section IV of this document, a section-by-section analysis 
of the final rule. Questions relating to the Paperwork Reduction Act 
(``PRA'') and Regulatory Flexibility Act (``RFA'') and are addressed in 
sections VII and VIII of this document, respectively.\55\
---------------------------------------------------------------------------

    \53\ NPRM, 88 FR 49388.
    \54\ Id. at 49388-89.
    \55\ Id. at 49388. In addition to soliciting public comment on 
the NPRM's PRA and RFA analyses in the PRA and RFA sections, the 
NPRM also posed two specific questions related to the PRA and RFA 
analyses. Question 4 inquired whether ``the proposed rule contains a 
collection of information,'' and Question 5 asked, ``Would the 
proposed rule, if promulgated, have a significant economic impact on 
a substantial number of small entities? If so, how could it be 
modified to avoid a significant economic impact on a substantial 
number of small entities?'' Id. at 49381-86, 49388.
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A. Furthering the Commission's Goal

    In Question 1 of the NPRM, the Commission asked whether its 
proposal would further the Commission's goal of protecting consumers 
from clearly unfair or deceptive acts or practices involving consumer 
reviews and testimonials.\56\
---------------------------------------------------------------------------

    \56\ NPRM, 88 FR 49388.
---------------------------------------------------------------------------

    Several commenters expressly addressed this question. A review 
platform and a business that specializes in identifying fake online 
reviews submitted comments stating that the proposed rule would further 
the Commission's goal of protecting consumers from clearly unfair or 
deceptive acts or practices involving consumer reviews.\57\ Another 
review platform commenter answered that there are ``numerous advantages 
of the FTC's proposed new Rule,'' that it is ``generally supportive of 
this intervention overall,'' and that the proposed rule ``will be 
helpful to set out clear rules that expressly prohibit practices like 
writing or purchasing fake reviews, providing compensation or 
incentives in exchange for reviews, and certain acts of unfair review 
suppression.'' \58\ A business commenter similarly answered that the 
``Proposed Rule addresses many concerns about unfair or deceptive acts 
or practices involving consumer reviews and testimonials, such as false 
and biased reviews.'' \59\ Both of these commenters also noted areas in 
which they thought certain provisions of the proposed rule should be 
adjusted or clarified; those issues are addressed below.\60\ A consumer 
organization said that ``[i]n general, . . . the proposed Rule will 
reduce the incentives for businesses to purchase, disseminate, or sell 
fake consumer reviews or testimonials,'' but thought that the proposed 
rule should have placed explicit restrictions on third-party review 
platforms.\61\ The Commission notes that this topic is beyond the scope 
of the rulemaking, which focuses instead on those responsible for 
inarguably unfair or deceptive acts or practices regarding reviews and 
testimonials.
---------------------------------------------------------------------------

    \57\ Yelp Inc., Cmt. on NPRM at 3 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0088">https://www.regulations.gov/comment/FTC-2023-0047-0088</a> (``Yelp Cmt.''); The 
Transparency Company, Cmt. on NPRM at 1, 5 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0107">https://www.regulations.gov/comment/FTC-2023-0047-0107</a> (``Transparency 
Company Cmt.'').
    \58\ Trustpilot, Cmt. on NPRM at 2 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0084">https://www.regulations.gov/comment/FTC-2023-0047-0084</a> (``Trustpilot 
Cmt.'').
    \59\ Family First Life, LLC, Cmt. on NPRM at 2 (Sept. 29, 2023), 
<a href="https://www.regulations.gov/comment/FTC-2023-0047-0104">https://www.regulations.gov/comment/FTC-2023-0047-0104</a> (``Family 
First Life Cmt.'').
    \60\ Trustpilot Cmt. at 2-3; Family First Life Cmt. at 2-3.
    \61\ Consumer Reports, Cmt. on NPRM at 2-3 (Sept. 29, 2023), 
<a href="https://www.regulations.gov/comment/FTC-2023-0047-0099">https://www.regulations.gov/comment/FTC-2023-0047-0099</a> (``Consumer 
Reports Cmt.'').
---------------------------------------------------------------------------

B. Adoption of the Proposed Rule as a Final Rule

    In Question 2 of the NPRM, the Commission inquired whether it 
should finalize the proposed rule, the reasons for why commenters were 
in favor of or against the finalization of the proposed rule, and 
whether the Commission should make any changes to its original 
proposal.\62\
---------------------------------------------------------------------------

    \62\ NPRM, 88 FR 49388.
---------------------------------------------------------------------------

    Only two commenters directly addressed this question. A business 
commenter agreed that the Commission should finalize the proposed 
rule.\63\ A review platform commenter said it ``supports this Rule and 
would support the Commission finalizing the Rule.\64\ It also suggested 
adjustments to the Commission's proposal, which are addressed below in 
this document.
---------------------------------------------------------------------------

    \63\ Transparency Company Cmt. at 6.
    \64\ Trustpilot Cmt. at 3.
---------------------------------------------------------------------------

    Numerous individual commenters,\65\ trade associations,\66\ and 
consumer organizations \67\ expressed general support for the proposed 
rule. For example, an individual commenter wrote, ``I completely agree 
with the proposal. . . . Because review sections have become so 
untrustworthy (being impossible to tell whether a company has paid for 
positive reviews of its own product, or for negative reviews on a 
rival's product), review sections have become functionally useless for 
me. This makes it difficult to purchase any products online, since real 
consumer feedback is one of the few ways to determine whether I should 
buy the product or service without first examining it in person.'' \68\ 
Another individual stated, ``I support the rules as specified, and 
applaud the FTC's action in this regard. It is extremely difficult for 
the consumer to determine the validity of online reviews--even within 
specific retailers such as amazon. There is little benefit for large 
online retailers to ensure that reviews are accurate, and this fact is 
evident in the large number of bogus reviews found on amazon, newegg, 
youtube and other sites.'' \69\ A third individual wrote, ``I strongly 
support the rules against fake review

[[Page 68039]]

and testimonials and fines for businesses and people who write them. As 
a consumer, I often use reviews to help determine whether a product or 
service is reliable; the prevalence of fake reviews makes this 
impossible.'' \70\ A trade association commented, ``The NPRM proposes 
rules that are appropriately scoped to target the bad actors [who are] 
intent on committing fraud through fake or deceptive reviews. . . . The 
NPRM strikes the appropriate balance between enhancing the Commission's 
tools to target bad actors and preserving industry flexibility to 
develop innovative and effective solutions to maintain consumer 
confidence in reviews.'' \71\ A consumer organization stated, ``The 
Commission absolutely should finalize the proposed rule to better 
protect shoppers and hold businesses accountable.'' \72\
---------------------------------------------------------------------------

    \65\ Amelia Markey, Cmt. on NPRM (July 31, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0003">https://www.regulations.gov/comment/FTC-2023-0047-0003</a> (``Markey Cmt.''); 
Chris Hippensteel, Cmt. on NPRM (Aug. 1, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0006">https://www.regulations.gov/comment/FTC-2023-0047-0006</a> (``Hippensteel 
Cmt.''); Jeremy Anderson, Cmt. on NPRM (Aug. 1, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0007">https://www.regulations.gov/comment/FTC-2023-0047-0007</a> (``Anderson Cmt.''); 
Caroline Fribance, Cmt. on NPRM (Aug. 11, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0017">https://www.regulations.gov/comment/FTC-2023-0047-0017</a> (``Fribance Cmt.''); 
Pia Edborg, Cmt. on NPRM (Aug. 17, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0027">https://www.regulations.gov/comment/FTC-2023-0047-0027</a> (``Edborg Cmt.''); 
Anonymous 1, Cmt. on NPRM (Aug. 20, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0031">https://www.regulations.gov/comment/FTC-2023-0047-0031</a> (``Anonymous 1 
Cmt.''); Jessica Ludlam, Cmt. on NPRM (Aug. 24, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0036">https://www.regulations.gov/comment/FTC-2023-0047-0036</a> (``Ludlam Cmt.''); 
SUPERGUEST, Cmt. on NPRM (Sept. 8, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0046">https://www.regulations.gov/comment/FTC-2023-0047-0046</a> (``Superguest 
Cmt.''); Sean Poole, Cmt. on NPRM at 1-2 (Sept. 22, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0063">https://www.regulations.gov/comment/FTC-2023-0047-0063</a> (``Poole Cmt.''); 
Artemio Magana, Cmt. on NPRM (Sept. 28, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0079">https://www.regulations.gov/comment/FTC-2023-0047-0079</a> (``Magana Cmt.'').
    \66\ American Dental Association, Cmt. on NPRM at 1 (Sept. 28, 
2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0078">https://www.regulations.gov/comment/FTC-2023-0047-0078</a> (``ADA 
Cmt.''); Travel Technology Association, Cmt. on NPRM at 1, 4-5 
(Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0097">https://www.regulations.gov/comment/FTC-2023-0047-0097</a> (``Travel Tech. Cmt.'').
    \67\ Coalition of Civil Society Organizations, Cmt. on NPRM at 
1-3 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0108">https://www.regulations.gov/comment/FTC-2023-0047-0108</a>; U.S. Public Interest Research Group Education Fund, Cmt. 
on NPRM at 2 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0109">https://www.regulations.gov/comment/FTC-2023-0047-0109</a> (``US PIRG Cmt.'').
    \68\ Markey Cmt.
    \69\ Anderson Cmt.
    \70\ Anonymous 1 Cmt.
    \71\ Travel Tech. Cmt. at 1, 4.
    \72\ US PIRG Cmt. at 2.
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    A number of individual consumers,\73\ a review platform,\74\ other 
industry members,\75\ and consumer organizations \76\ supported the 
Commission's proposal, but urged the Commission to go further and 
impose additional requirements, such as by adding provisions that would 
apply to third-party review platforms. As noted above, such provisions 
would be beyond the scope of the rulemaking. Similarly beyond the scope 
of the rulemaking is an individual's suggestion that the Commission 
should restrict the highlighting of testimonials on websites and 
prohibit payments for reviews.'' \77\ A review platform's comment 
``applaud[ed] . . . the Commission . . . for its extensive efforts to 
address the problem of deceptive review practices, as reflected in the 
Commission's notice of proposed rulemaking, and . . . fully support[ed] 
and endorse[d] the Commission's proposed Rule.'' \78\ Its suggestions 
for several provisions are discussed below. A consumer group stated 
that the proposed rule ``is needed'' and ``addresses an urgent problem: 
fabricated and otherwise deceptive reviews and ratings of products and 
services,'' but asked for numerous modifications to strengthen it.\79\ 
These proposals are discussed below.
---------------------------------------------------------------------------

    \73\ Michael Ravnitzky, Cmt. on NPRM at 1-2 (Aug. 6, 2023), 
<a href="https://www.regulations.gov/comment/FTC-2023-0047-0013">https://www.regulations.gov/comment/FTC-2023-0047-0013</a> (``Ravnitzky 
Cmt.''); Adam Foster, Cmt. on NPRM at 1-2 (Sept. 21, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0052">https://www.regulations.gov/comment/FTC-2023-0047-0052</a> (``Foster Cmt.''); 
Anonymous 2, Cmt. on NPRM at 1, 4 (Sept. 22, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0065">https://www.regulations.gov/comment/FTC-2023-0047-0065</a> (``Anonymous 2 
Cmt.''); Anonymous 3, Cmt. on NPRM (Sept. 27, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0069">https://www.regulations.gov/comment/FTC-2023-0047-0069</a> (``Anonymous 3 
Cmt.'').
    \74\ Yelp Cmt. at 1, 5-8.
    \75\ Strategic Marketing, Cmt. on NPRM (Aug. 7, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0014">https://www.regulations.gov/comment/FTC-2023-0047-0014</a>; PerfectRec Inc., 
Cmt. on NPRM at 1-3 (Aug. 23, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0035">https://www.regulations.gov/comment/FTC-2023-0047-0035</a>; Mozilla, Cmt. on NPRM at 5-7 (Sept. 28, 
2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0076">https://www.regulations.gov/comment/FTC-2023-0047-0076</a> 
(``Mozilla Cmt.''); The Responsible Online Commerce Coalition, Cmt. 
on NPRM at 2, 4-6 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0086">https://www.regulations.gov/comment/FTC-2023-0047-0086</a>.
    \76\ Fake Review Watch Cmt. at 1-4; Truth in Advertising, Inc., 
Cmt. on NPRM at 2, 4-11 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0083">https://www.regulations.gov/comment/FTC-2023-0047-0083</a> (``TINA Cmt.''); 
National Consumers League, Cmt. on NPRM at 2-9 (Sept. 29, 2023), 
<a href="https://www.regulations.gov/comment/FTC-2023-0047-0096">https://www.regulations.gov/comment/FTC-2023-0047-0096</a> (``NCL 
Cmt.''); Consumer Reports Cmt. at 2-11.
    \77\ Anonymous 3 Cmt.
    \78\ Yelp Cmt. at 1, 4-8.
    \79\ TINA Cmt. at 4, 6.
---------------------------------------------------------------------------

    A few individual commenters \80\ and industry commenters \81\ were 
supportive of a rule but expressed the need for clarifications or 
modifications. An individual commenter wrote that ``[a]ll of the rules 
proposed . . . make (common) sense'' but identified ``a few scenarios 
that highlight that the language in the proposed rules is a bit 
ambiguous'' and that with ``steep penalties like this, guidelines need 
to be clear, concrete, AND simple so businesses can understand.'' \82\ 
Another individual commenter said that the proposed rule ``takes great 
strides,'' but that two proposed sections, 465.4 and 465.6, are too 
restrictive.\83\ A retailer wrote, ``On the whole, . . . the Proposed 
Rule contains provisions that are reasonable and would provide 
additional protection to consumers'' but ``there are a few provisions . 
. . that are not well drafted or that need additional language.'' \84\ 
Another retailer said that it ``supports a tailored rule that focuses 
on the bad actors that harm consumers,'' but that the proposed rule 
``sweeps more broadly, extending to the activities of legitimate 
businesses that do not uncover abuses that they `should have' 
identified, regardless of their good faith efforts'' and that ``[s]uch 
an overbroad rule would have significant unintended negative 
consequences on legitimate conduct.'' \85\ An industry organization 
commented that the proposed rule ``is an important step, and we share 
the Commission's goal of improving consumer confidence in reviews and 
testimonials'' but ``strongly urge[d] the Commission to reexamine . . . 
[four] provisions'' to address what it viewed as First Amendment 
concerns and for other reasons.\86\ The specific suggestions or 
concerns raised by these and other commenters are addressed below. In 
particular, whether in the text of the final rule or in the discussion 
below, the Commission is clarifying the scope or meaning of various 
rule provisions to cover the specific activities or conduct that harm 
consumers and avoid ambiguity or overbreadth.
---------------------------------------------------------------------------

    \80\ Anonymous 4, Cmt. on NPRM (Sept. 1, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0040">https://www.regulations.gov/comment/FTC-2023-0047-0040</a> (``Anonymous 4 
Cmt.''); Riley Albert, Cmt. on NPRM at 3 (Sept. 21, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0053">https://www.regulations.gov/comment/FTC-2023-0047-0053</a> (``Albert Cmt.''); 
Alyssa Frieling, Cmt. on NPRM at 1-4 (Sept. 22, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0059">https://www.regulations.gov/comment/FTC-2023-0047-0059</a> (``Frieling Cmt.'').
    \81\ Hammacher, Schlemmer and Co., Inc., Cmt. on NPRM at 1-7 
(Aug. 21, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0032">https://www.regulations.gov/comment/FTC-2023-0047-0032</a> (``Hammacher Schlemmer Cmt.''); <a href="http://Amazon.com">Amazon.com</a>, Inc., Cmt. on NPRM 
at 5-13 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0085">https://www.regulations.gov/comment/FTC-2023-0047-0085</a> (``Amazon Cmt.''); TechNet Cmt. on NPRM at 2-4 (Sept. 
29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0089">https://www.regulations.gov/comment/FTC-2023-0047-0089</a> 
(TechNet Cmt.''); Family First Life Cmt. at 2-16.
    \82\ Anonymous 4 Cmt.
    \83\ Frieling Cmt. at 1-4.
    \84\ Hammacher Schlemmer Cmt. at 1.
    \85\ Amazon Cmt. at 5.
    \86\ TechNet Cmt. at 2-4.
---------------------------------------------------------------------------

    Only four commenters, two individual commenters \87\ and two trade 
associations,\88\ said that the proposed rule was unnecessary or 
unwarranted. One of the individuals, wrote that ``the rule seems to be 
unnecessary as it is unlikely to actually provide the benefit to 
consumers of removing falsified reviews'' because it is difficult to 
identify and trace fake reviews and ``punish[ ] an offender'' and that 
the proposed rule ``also has potential to penalize non-offenders'' when 
competitors purchase ``review bombs.'' \89\ The commenter asserted that 
the FTC's estimated benefits are based on faulty assumptions such as 
that ``the entirety of the loss'' from false reviews ``would be 
eliminated simply because the rule is enacted.\90\ The commenter said 
that the FTC should either maintain the status quo or require websites 
with consumer reviews to include a disclosure that ``some reviews may 
have not been made by genuine customers, may potentially have been paid

[[Page 68040]]

testimonials, etc.'' \91\ The other individual commenter said that the 
``proposed rule is unnecessary because all of the practices considered 
by the rule `are already unlawful under Section 5 of the FTC Act,' it 
has potentially massive compliance costs for American businesses'' 
(citing the FTC's estimated cost), ``and the better salutation [sic] is 
to work with States and review platforms to resolve the issue.'' \92\ 
One of the trade associations stated that the ``Proposed Rule is 
[u]nnecessary,'' that ``current FTC enforcement authority has been 
effective in addressing such clearly deceptive practices, and there is 
no indication how or why a trade regulation rule is needed, or how such 
a rule would more effectively address concerns about such deceptive 
practices,'' and that ``a need to alleviate the `difficulty' of 
obtaining monetary relief under the FTC Act where such authority has 
never existed, does not provide an adequate basis for the issuance of a 
Magnuson-Moss rulemaking.'' \93\ The other trade association asserted 
that (1) it ``does not believe that rulemaking is warranted, wise, or a 
balanced approach, in part because it raises serious First Amendment 
concerns;'' (2) ``a well-designed rule would focus on a defined trade'' 
but the ``record to date does not establish that customer reviews, the 
use of those reviews, or the dissemination of those reviews by 
commercial platforms is itself a defined trade;'' (3) the ``FTC should 
not promulgate a rule solely because the augmented penalties attendant 
to a rule violation could ostensibly advance a Commission goal 
generally;'' and (4) ``the FTC fail[ed] to show how enforcement 
actions, many of which were settled by consent order, translate into 
`prevalence.' '' \94\
---------------------------------------------------------------------------

    \87\ Marc Slezak, Cmt. on NPRM at 1-5 (Sept. 22, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0054">https://www.regulations.gov/comment/FTC-2023-0047-0054</a> (``Slezak Cmt.''); 
Sumner Camp-Martin, Cmt. on NPRM at 1-5 (Sept. 22, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0056">https://www.regulations.gov/comment/FTC-2023-0047-0056</a> (``Camp-Martin 
Cmt.'').
    \88\ National Automobile Dealers Association, Cmt. on NPRM at 1-
2 (Sept. 28, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0077">https://www.regulations.gov/comment/FTC-2023-0047-0077</a> (NADA Cmt.''); Association of National Advertisers, Cmt. 
on NPRM at 3-7 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0105">https://www.regulations.gov/comment/FTC-2023-0047-0105</a> (``ANA Cmt.'').
    \89\ Slezak Cmt. at 1-4.
    \90\ Id. 3.
    \91\ Id. 4.
    \92\ Camp-Martin Cmt. at 1-2. The commenter said, ``In the 
alternative to the complete abandonment of the proposed rule, 
Section 465.4 should be amended'' and broadened. Id. at 1.
    \93\ NADA Cmt. at 1-2.
    \94\ ANA Cmt. at 3-7.
---------------------------------------------------------------------------

    The Commission disagrees with the four commenters who said that the 
proposed rule was unnecessary or unwarranted. The Commission believes 
that the status quo is inadequate to address consumer harm and that the 
rule will add deterrence and aid enforcement even though the practices 
covered by the rule are already unlawful under section 5 of the FTC 
Act. Greater deterrence and more effective enforcement are legitimate 
reasons to engage in a rulemaking, whereas difficulties in enforcing a 
rule against some violators are no reason to eschew it.\95\ Further, 
the compliance costs estimated by the Commission are greatly outweighed 
by the estimated benefits to consumers and honest competition. The 
Commission notes that the harm caused by the acts and practices 
addressed cut across multiple trades. The Commission addresses 
potential First Amendment concerns and arguments regarding prevalence 
below.
---------------------------------------------------------------------------

    \95\ The Commission is aware that a business could attempt to 
damage a competitor's reputation by purchasing fake positive reviews 
for that competitor and then reporting those reviews to the platform 
on which they appear. In investigating a fake review matter, FTC 
staff would take such a possibility into account.
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IV. Section-by-Section Analysis

    The following discussion provides a section-by-section analysis of 
the provisions proposed in the NPRM, and discusses the comments 
received, the Commission's responses to the comments, and the 
provisions adopted in the final rule.\96\
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    \96\ The Commission notes that many commenters raised similar 
concerns or addressed overlapping issues. To avoid repetition, the 
Commission has endeavored to respond to issues raised in similar 
comments together. Responses provided in any given section apply 
equally to comments addressing the same subject in the context of 
other sections. Moreover, throughout the SBP, the Commission 
discusses justifications for the final rule that are informed by its 
careful consideration of all comments received, even where that 
discussion is not linked to a particular comment.
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A. Sec.  465.1--Definitions

1. Overview
    The proposed rule included definitions for the following terms: 
``business''; ``celebrity testimonial''; ``clear and conspicuous''; 
``consumer review''; ``consumer testimonial''; ``indicators of social 
media influence''; ``officers''; ``purchase a consumer review''; 
``reviewer''; ``substantially different product''; ``testimonialist''; 
and ``unjustified legal threat.'' In Question 6 of the NPRM, the 
Commission asked whether the proposed definitions are clear and what 
changes should be made to any definitions. In Questions 11 and 21 of 
the NPRM, the Commission asked specifically about the definitions of 
``substantially different product'' and ``unjustified legal threat,'' 
respectively. In the following definition-by-definition analysis, the 
Commission discusses each definition proposed in the NPRM, relevant 
comments not otherwise addressed in the discussion of the corresponding 
substantive provisions of the final rule, and the definitions that the 
Commission is finalizing.\97\
---------------------------------------------------------------------------

    \97\ Because the Commission is adding additional definitions and 
not including one proposed definition, the definitions are 
renumbered in the final rule.
---------------------------------------------------------------------------

2. Definition-by-Definition Analysis
a. Business
    The proposed rule defined ``business'' as ``an individual, 
partnership, corporation, or any other commercial entity that sells 
products or services.'' This term appeared in the proposed definitions 
of ``celebrity testimonial,'' ``consumer review,'' ``consumer 
testimonial,'' and ``officers,'' and in every substantive section of 
the proposed rule. For the following reasons, the Commission adopts the 
definition of ``business'' largely as proposed, with a minor, non-
substantive clarification as described below.
    A trade association commenter noted correctly that the Commission's 
rulemaking authority is limited to acts or practices ``in or affecting 
commerce.'' \98\ It recommended that the Commission insert ``in or 
affecting commerce as defined in section 4 of the Federal Trade 
Commission Act (15 U.S.C. 44)'' in the definition of a ``business.'' 
\99\ The Commission declines to make this modification. An entity that 
is selling products or services is engaging in commerce and, even 
without the commenter's proposed addition, the acts and practices 
covered by the final rule are limited to commercial practices.
---------------------------------------------------------------------------

    \98\ National Federation of Independent Businesses, Cmt. on NPRM 
at 2 (Sept. 12, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0047">https://www.regulations.gov/comment/FTC-2023-0047-0047</a> (``NFIB Cmt.'').
    \99\ Id.
---------------------------------------------------------------------------

    A consumer advocacy organization commenter argued that the 
definition of a business potentially liable under the proposed rule was 
unduly narrow and should be expanded to include ``advertisers,'' 
``endorsers,'' and ``[a]dvertising agencies, public relations firms, 
review brokers, reputation management companies, and other similar 
intermediaries.'' \100\ However, advertisers, advertising agencies, 
public relations firms, review brokers, reputation management 
companies, and other similar intermediaries all sell products or 
services and are covered by the Commission's definition of 
``business.'' To the extent that an endorser is in the business of 
selling reviews or testimonials, the endorser is covered by the 
definition. The Commission is therefore not making the proposed change.
---------------------------------------------------------------------------

    \100\ TINA Cmt. at 6-7.
---------------------------------------------------------------------------

    A review platform commenter suggested that, to avoid ambiguity, the 
Commission clarify that ``sells products or services'' in the 
definition of ``business'' applies to each of the types of entities 
listed in the definition, not just to ``any other commercial

[[Page 68041]]

entity.'' \101\ The Commission is adopting this recommendation to 
clarify the intended scope of the definition.
---------------------------------------------------------------------------

    \101\ Yelp Cmt. at 3.
---------------------------------------------------------------------------

    For the reasons explained in this section, the Commission is 
finalizing the definition of ``business'' to mean an individual who 
sells products or services, a partnership that sells products or 
services, a corporation that sells products or services, or any other 
commercial entity that sells products or services.
b. Celebrity Testimonial
    The proposed rule defined ``celebrity testimonial'' as ``an 
advertising or promotional message (including verbal statements, 
demonstrations, or depictions of the name, signature, likeness, or 
other identifying personal characteristics of an individual) that 
consumers are likely to believe reflects the opinions, beliefs, or 
experiences of a well-known person who purchased, used, or otherwise 
had experience with a product, service, or business.'' The Commission 
is finalizing the definition of this term--which is used in Sec.  
465.2, Fake or False Consumer Reviews, Consumer Testimonials, or 
Celebrity Testimonials--with one modification.
    A trade association commenter said that the definition of a 
celebrity endorsement should be clarified to exclude ``a situation 
where a celebrity or celebrity likeness appears or is used by a 
business as a promotion, without any specific advertising or opinions 
presented.'' \102\ The commenter gave the example of an athlete who 
appears at a business to sign autographs or simply appears, without 
making any statements or representations about the business.\103\ Such 
situations should not be excluded from the scope of the definition 
because a business's use in advertising or promotion of a celebrity or 
a celebrity's image can, even without any additional statements, imply 
that the celebrity has a positive opinion of the business or its 
products or services and therefore constitute a celebrity testimonial. 
However, if consumers would not interpret the celebrity's appearance to 
reflect the celebrity's opinions of, beliefs about, or experiences 
with, a business or its products or services, then the appearance is 
not a testimonial. That issue is thus highly dependent on specific 
facts. Further, to take the commenter's example, it is highly unlikely 
that a celebrity who does nothing more than sign autographs or appear 
at a business could violate Sec.  465.2, because such signings or 
appearances alone would likely not communicate anything to consumers 
about the celebrity's use or experience with a product, service, or 
business.
---------------------------------------------------------------------------

    \102\ NADA Cmt. at 5.
    \103\ Id.
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    A second trade association asserted that the definition of a 
``celebrity testimonial'' does not give advertisers adequate notice as 
to when a testimonial is a ``celebrity'' testimonial or a ``consumer'' 
testimonial.\104\ The commenter requested that the Commission provide 
further guidance on what constitutes a ``well-known'' individual.\105\ 
Based upon common usage, well-known individuals include those famous in 
the areas of entertainment, such as film, music, writing, or sport, and 
those known to the public for their positions or successes in business, 
government, politics, or religion. Individuals who earn money through 
their work as ``influencers'' are also well known, as are those who 
have been featured in the news or media. More important, whether 
someone is well known does not matter for purposes of rule 
interpretation and enforcement because any provisions that apply to 
celebrity testimonials also apply to consumer testimonials.
---------------------------------------------------------------------------

    \104\ IAB Cmt. at 14.
    \105\ Id.
---------------------------------------------------------------------------

    A business commenter suggested replacing ``a well-known person'' in 
the definition with a ``widely known all-purpose public figure'' or 
``widely known public figure'' for the purpose of ``clarity.'' \106\ It 
said that Black's Law Dictionary defines the term ``all-purpose public 
figure'' to mean ``[s]omeone who achieves such pervasive fame or 
notoriety that he or she becomes a public figure for all purposes and 
in all contexts.'' \107\ To be ``well known,'' one need not have such 
pervasive fame as to be a public figure for all purposes and in all 
contexts. For example, an influencer may be well known to a subset of 
individuals interested in a particular subject. The commenter gave no 
justification for narrowing the definition of a ``celebrity 
testimonial,'' and the Commission declines to do so.
---------------------------------------------------------------------------

    \106\ Family First Life Cmt. at 4-5.
    \107\ Id. at 5. See Black's Law Dictionary (11th ed. 2019).
---------------------------------------------------------------------------

    A public interest research center commenter said that the 
definitions of ``celebrity testimonials'' and ``consumer testimonials'' 
should ``be broadened to explicitly include non-natural persons, such 
as businesses and public sector entities.'' \108\ Although endorsements 
by such organizations are addressed in the Commission's Endorsement 
Guides,\109\ the Commission did not intend for any provision using the 
term ``testimonials'' to apply to endorsements by entities. To clarify 
that the Commission does not intend for any provision using the term 
``testimonials'' to apply to endorsements by entities, the Commission 
is substituting the word ``individual'' for the word ``person'' 
wherever the word appeared in the Commission's original proposal.\110\ 
The only section of the rule that applies to endorsements by entities 
or purported entities is Sec.  465.6, which addresses company-
controlled review websites or entities. However, Sec.  465.6 does not 
apply to consumer or celebrity testimonials.
---------------------------------------------------------------------------

    \108\ Electronic Privacy Information Center, Cmt. on NPRM at 3 
(Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0111">https://www.regulations.gov/comment/FTC-2023-0047-0111</a> (``EPIC Cmt.'').
    \109\ See Fed. Trade Comm'n, Guides Concerning Use of 
Endorsements and Testimonials in Advertising (``Endorsement 
Guides''), 16 CFR 255.4.
    \110\ The Commission is using the term ``individual'' in the 
context of this rule to mean a single human being. See Individual 
(def. 1), <a href="http://Dictionary.com">Dictionary.com</a>, LLC, <a href="https://www.dictionary.com/browse/individual">https://www.dictionary.com/browse/individual</a> (last visited July 5, 2024) (defining ``individual'' as 
``a single human being, as distinguished from a group''). The 
Commission notes that, in the context of a different rulemaking, it 
has proposed defining ``individual'' to mean ``a person, entity, or 
party, whether real or fictitious, other than those that constitute 
a business or government'' under 16 CFR 461. See Fed. Trade Comm'n, 
Trade Regulation Rule on Impersonation of Government and Businesses, 
89 FR 15072, 15083 (Mar. 1, 2024).
---------------------------------------------------------------------------

c. Clear and Conspicuous
    The proposed rule defined ``clear and conspicuous'' to mean ``that 
a required disclosure is easily noticeable (i.e., difficult to miss) 
and easily understandable,'' including in eight enumerated ways, 
listing proposed requirements for ``any communication that is solely 
visual or solely audible,'' ``[a] visual disclosure,'' ``[a]n audible 
disclosure,'' and ``any communication using an interactive electronic 
medium,'' and providing, inter alia, that such disclosures ``must use 
diction and syntax understandable to ordinary consumers,'' ``must 
appear in each language in which the representation that requires the 
disclosure appears,'' and ``must not be contradicted or mitigated by, 
or inconsistent with, anything else in the communication.'' Based on 
the following, the Commission is finalizing the definition of this 
term--which is used in Sec.  465.5, Insider Consumer Reviews and 
Consumer Testimonials--with one modification.
    A trade association commenter suggested not using the terms 
``diction'' and ``syntax'' in the definition because many of those 
subject to the rule ``may not know the meaning of th[os]e words.'' 
\111\ The commenter suggested replacing them with ``words'' and

[[Page 68042]]

``grammar.'' \112\ ``Diction'' means the choice and use of words.\113\ 
``Syntax'' involves the arrangement of words and phrases and is a 
subset of grammar.\114\ The Commission believes that the meaning of 
``diction'' and ``syntax'' are sufficiently clear.
---------------------------------------------------------------------------

    \111\ NFIB Cmt. at 2.
    \112\ Id.
    \113\ See Diction (def. 2), <a href="http://Merriam-Webster.com">Merriam-Webster.com</a> Dictionary, 
<a href="https://www.merriam-webster.com/dictionary/diction">https://www.merriam-webster.com/dictionary/diction</a> (last visited 
July 5, 2024) (defining ``diction'' as the ``choice of words 
especially with regard to correctness, clearness, or 
effectiveness'').
    \114\ See Syntax (defs. 1a, 1b), <a href="http://Merriam-Webster.com">Merriam-Webster.com</a> Dictionary, 
<a href="https://www.merriam-webster.com/dictionary/syntax">https://www.merriam-webster.com/dictionary/syntax</a> (last visited July 
5, 2024) (defining ``syntax'' as the ``the way in which linguistic 
elements (such as words) are put together to form constituents (such 
as phrases or clauses)'' and as ``the part of grammar dealing with 
this'').
---------------------------------------------------------------------------

    One trade association commenter asserted that it is unnecessary to 
have a definition of ``clear and conspicuous'' because the ``phrase . . 
. has a meaning under FTC jurisprudence.'' \115\ The definition is 
based on that jurisprudence and decades of Commission experience 
policing deceptive and unfair conduct. The Commission believes it is 
both helpful and necessary that the rule provides more explicit 
guidance on what does and does not constitute a clear and conspicuous 
disclosure.
---------------------------------------------------------------------------

    \115\ ANA Cmt. at 11.
---------------------------------------------------------------------------

    Several commenters asserted that the proposed definition was overly 
prescriptive and not sufficiently flexible.\116\ The Commission 
disagrees and reiterates that the definition contains basic, common-
sense principles, such as requiring visual disclosures in a size 
consumers can see and audible disclosures at a volume they can hear. 
The definition merely provides a baseline and provides a great deal of 
flexibility in what a disclosure should say and how it appears. The 
basic, enumerated requirements are necessary for a disclosure to be 
effective.
---------------------------------------------------------------------------

    \116\ IAB Cmt. at 14; U.S. Chamber of Commerce, Cmt. on NPRM at 
7-8 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0087">https://www.regulations.gov/comment/FTC-2023-0047-0087</a> (``Chamber of Commerce Cmt.''); National Retail 
Federation, Cmt. on NPRM at 10 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0090">https://www.regulations.gov/comment/FTC-2023-0047-0090</a> (``NRF Cmt.'').
---------------------------------------------------------------------------

    Two commenters objected to the requirement that internet 
disclosures be ``unavoidable,'' an objective standard that depends on 
whether consumers could have avoided the disclosure, which, per the 
definition is the case when ``a consumer must take any action, such as 
clicking on a hyperlink or hovering over an icon, to see'' the 
disclosure.\117\ The commenters do not believe that a disclosure has to 
be unavoidable for it to be effective; they noted that a staff business 
guidance document, issued in 2000 and updated in 2013, allowed for the 
possibility that avoidable disclosures, e.g., those available through a 
hyperlink, could be clear and conspicuous.\118\ The Commission believes 
that a disclosure is not effective when it is not seen or heard, 
including when the reason for it not being seen or heard is its 
avoidability. The staff guidance said that ``[d]isclosures that are an 
integral part of a claim or inseparable from it should not be 
communicated through a hyperlink,'' and the purported independence and 
objectivity of a reviewer or testimonialist is often integral.\119\ 
Further, some readers misunderstood the staff guidance about the 
necessity of properly labeling hyperlinks to convey the ``importance, 
nature, and relevance of the information'' to which the hyperlinks 
lead. The staff guidance said that, to be effective, the label of the 
hyperlink might need to give the essence of the disclosure, with the 
hyperlink leading to the details.\120\ Even had these qualifications 
been absent, the Commission is not bound by the 2013 staff business 
guidance, which is currently under review in light of an evolution of 
views over time regarding online disclosures and avoidability.\121\
---------------------------------------------------------------------------

    \117\ IAB Cmt. at 14; Chamber of Commerce Cmt. at 8.
    \118\ Id.
    \119\ Fed. Trade Comm'n, .com Disclosures: How to Make Effective 
Disclosures in Digital Advertising at 10 (Mar. 2013), <a href="https://www.ftc.gov/system/files/documents/plain-language/bus41-dot-com-disclosures-information-about-online-advertising.pdf">https://www.ftc.gov/system/files/documents/plain-language/bus41-dot-com-disclosures-information-about-online-advertising.pdf</a>.
    \120\ Id. at 11. (``Although the label itself does not need to 
contain the complete disclosure, it may be necessary to incorporate 
part of the disclosure to indicate the type and importance of the 
information to which the link leads.'')
    \121\ See Press Release, Fed. Trade Comm'n, FTC Looks to 
Modernize Its Guidance on Preventing Digital Deception (June 3, 
2022), <a href="https://www.ftc.gov/news-events/news/press-releases/2022/06/ftc-looks-modernize-its-guidance-preventing-digital-deception">https://www.ftc.gov/news-events/news/press-releases/2022/06/ftc-looks-modernize-its-guidance-preventing-digital-deception</a>.
---------------------------------------------------------------------------

    One commenter asked whether a disclosure in the first line of a 
product review would be considered unavoidable.\122\ For the purposes 
of this rule, the Commission would consider such a disclosure to be 
unavoidable. A different commenter expressed concern that the 
requirement that a disclosure ``stand out'' would require new 
formatting techniques for companies hosting reviews and preclude a 
disclosure from being in the review itself.\123\ For the purposes of 
this rule, the Commission would consider a disclosure at the beginning 
of a text-only consumer review to ``stand out.''
---------------------------------------------------------------------------

    \122\ Trustpilot Cmt. at 14. The same commenter also raised 
concerns about the applicability of the definition to ratings and 
aggregate ratings. Id. That is issue is discussed below in the 
discussion of the corresponding substantive rule provision. See 
infra section IV.E.6 of this document.
    \123\ NRF Cmt. at 10.
---------------------------------------------------------------------------

    A trade association said that ``the average social media user is 
familiar with where text is found in any given social media post, and 
social media platforms already make text visible against a variety of 
backgrounds'' so ``[r]equiring the endorsement-disclosure text to 
differ from other text is not only impractical, but it could actually 
create confusion for social media users who have grown accustomed to 
viewing all text related to a post in a certain manner.'' \124\ The 
Commission recognizes that, on a social media platform that allows only 
uniform text, it is not possible to have the text of a disclosure 
appear in different text. As with a text-only consumer review, the 
Commission would consider a disclosure at the beginning of such a text-
only testimonial to ``stand out.'' On visual platforms with 
superimposed text, it is quite possible and reasonable to require that 
the text of a disclosure ``stand out.''
---------------------------------------------------------------------------

    \124\ Id. at 11.
---------------------------------------------------------------------------

    One commenter asserted that being ``unavoidable'' and being 
``easily noticed'' are ambiguous concepts.\125\ The Commission 
disagrees. ``Unavoidable'' means that a consumer cannot avoid a 
disclosure such as by failing to click on a link or by failing to 
scroll. ``Easily noticeable'' is a simple and objective standard 
evaluated from the perspective of a reasonable consumer.
---------------------------------------------------------------------------

    \125\ ANA Cmt. at 11.
---------------------------------------------------------------------------

    Two commenters asserted that it would be difficult to make clear 
and conspicuous disclosures required by the proposed rule on a small 
screen.\126\ They did not explain why that would be the case, and the 
Commission does not believe that compliance with the rule's disclosure 
requirement should be difficult on handheld devices.
---------------------------------------------------------------------------

    \126\ IAB Cmt. at 14; NRF Cmt. at 11.
---------------------------------------------------------------------------

    One commenter asserted that, because of the proposed definition of 
clear and conspicuous, ``[t]here is no need for the FTC to determine 
whether the resulting speech is rendered deceptive, untrue, or 
inaccurate.'' \127\ The Commission disagrees. The only substantive 
provision for which the definition is relevant is Sec.  465.5. A 
business would not violate that provision merely by having a disclosure 
that is not clear and conspicuous. Rather, the business would have to 
engage in conduct that would be unfair or deceptive in the absence of a 
clear and conspicuous disclosure (e.g., a corporate officer

[[Page 68043]]

giving a consumer endorsement without disclosing that they are an 
insider). As discussed below, the Commission is finalizing proposed 
Sec.  465.5 with a modification to clarify to clarify that the 
provision is limited to conduct that would violate section 5 of the FTC 
Act.\128\ The same commenter also surmised, based on the similarity of 
the definition of ``clear and conspicuous'' to the definition of the 
same phrase in the Endorsement Guides, that the Commission intends that 
the examples used in the Endorsement Guides would also be examples of 
violative behavior under the rule.\129\ That is not the case. The 
Endorsement Guides address a broader range of conduct than the rule. Of 
the three examples in the Endorsement Guides that illustrate whether 
disclosures are clear and conspicuous, two of them address issues--the 
payment of influencers and implied typicality--not covered by the 
rule.\130\ The third example involves a disclosure that individuals 
appearing in a television ad and giving testimonials are paid 
actors.\131\ Such conduct would not be covered by the rule unless the 
underlying testimonials were fake or false.
---------------------------------------------------------------------------

    \127\ ANA Cmt. at 11.
    \128\ See infra section IV.E.1 of this document.
    \129\ Id.
    \130\ 16 CFR 255.0(g)(9) and (11).
    \131\ 16 CFR 255.0(g)(10).
---------------------------------------------------------------------------

    One commenter, a trade association, stated that it was ``unclear if 
the Commission has considered any social media platform constraints 
with respect to the length of posts (e.g., character and time 
limits),'' and asked (1) whether and how hashtags can meet the ``clear 
and conspicuous'' requirement, (2) whether ```#Ad' is a sufficient 
visual disclosure of a material relationship,'' and (3) that the 
Commission ``provide more examples, including appropriate use of 
hashtags in disclosures, in its final rule.'' \132\ Another trade 
association requested in its comment that the Commission provide 
``visual examples of `insider' endorsement disclosures that the 
Commission finds acceptable.'' \133\ The Commission believes it is not 
difficult to comply with the rule's disclosure requirements in the 
social media context. Depending upon their wording and appearance, 
hashtags can be clear and conspicuous for purposes of the rule. In a 
social media post promoting a brand, it might be sufficient to 
prominently disclose an employee relationship via a hashtag beginning 
with the brand name and followed by the word ``employee.'' Whether 
``#ad'' would be an adequate disclosure would depend on the specific 
context. It could be adequate at the beginning of a social media post 
by the testimonialist, but it would likely be inadequate in a 
television ad or magazine ad featuring the testimonialist. Because the 
only provision for which the definition is relevant is Sec.  465.5, 
which addresses the failure to disclose insider relationships, the 
disclosure could be as simple as the testimonialist describing a 
product as ``my company's'' or ``my wife's company's.''
---------------------------------------------------------------------------

    \132\ Retail Industry Leaders Association, Cmt. on NPRM at 5 
(Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0094">https://www.regulations.gov/comment/FTC-2023-0047-0094</a> (``RILA Cmt.'').
    \133\ NRF Cmt. at 10.
---------------------------------------------------------------------------

    A commenter asserted that disclosures ``utilizing a social media 
platform's built-in disclosure tool should be . . . at least sufficient 
enough to avoid the risk of penalties under the FTC's rulemaking 
authority.'' \134\ As it has previously said, the Commission supports 
development of effective, built-in disclosure tools but is concerned 
that some of the existing tools lead to inadequate disclosures that are 
too poorly contrasting, fleeting, or small, or may be placed in 
locations where they do not catch the user's attention.\135\ Whether a 
business could be subject to civil penalties for social media posts by 
insiders who utilized a social media platform's built-in disclosure 
tool would depend on whether a court would find that the business met 
the knowledge standard of section 5(m)(1)(A) of the FTC Act.
---------------------------------------------------------------------------

    \134\ Id.
    \135\ Fed. Trade Comm'n, Guides Concerning the Use of 
Endorsements and Testimonials in Advertising, 87 FR 44288, 44290 
(July 26, 2022) (proposing changes to guides and soliciting public 
comment).
---------------------------------------------------------------------------

    A trade association's comment expressed concerns about the proposed 
requirement that ``[i]n any communication made through both visual and 
audible means, such as a television advertisement, the disclosure must 
be presented simultaneously in both the visual and audible portions of 
the communication even if the representation requiring the disclosure 
is made in only one means.'' \136\ The commenter said that ``it is 
unnecessary and duplicative to require video endorsements that include 
visual and audio components to include both visual and audio 
disclaimers,'' and ``requiring an additional visual disclaimer, on top 
of a disclaimer that an endorser may easily include via audio, is 
cumbersome, and restricts companies' marketing capabilities.'' \137\ On 
reflection, in the context of this rulemaking and as to the 
relationships of company insiders, if a communication makes an 
endorsement in only its visual or audio portion, then it should be 
sufficient for a disclosure to appear in the same format as the claim 
that requires the disclosure. On the other hand, if an endorsement is 
conveyed in both the audio and visual portions of a communication, then 
the disclosure should be made in both the audio and visual portions. 
Consumers can watch a video with the sound off or listen to it without 
looking at the screen. The Commission is changing the relevant language 
to, ``[i]n any communication made through both visual and audible 
means, such as a television advertisement, the disclosure must be 
presented in at least the same means as the representation(s) requiring 
the disclosure.'' This change makes the rule less restrictive while 
still accomplishing the Commission's goal of ensuring that consumers 
are fully informed. A different trade association noted that the 
``simultaneous disclosure requirement is confusing and would benefit 
from examples of sufficient simultaneous disclosure.'' \138\ Because 
the Commission is not finalizing the simultaneous disclosure 
requirement contained in the proposed rule, it is not providing further 
guidance on the meaning of simultaneous.
---------------------------------------------------------------------------

    \136\ NRF Cmt. at 11.
    \137\ Id.
    \138\ RILA Cmt. at 5.
---------------------------------------------------------------------------

    The second trade association also asked ``if a social media 
influencer posts a video and discloses verbally in the video that they 
have a brand ambassador relationship with the retailer/brand, is it 
sufficient to display in the text accompanying the posted video some 
written disclosure'' or would the disclosure ``need to be embedded or 
flash across the video itself.'' \139\ The rule does not address or 
apply to an influencer's disclosure of a brand ambassador relationship. 
The rule's only disclosure requirements are in Sec.  465.5 and apply to 
company insiders. Whether a testimonial in a social media post by a 
company insider requires a superimposed textual disclosure depends on 
whether there is an endorsement communicated by the visual portion of 
the post. If there is an endorsement in the visual portion, there would 
need to be a disclosure in the visual portion. If the endorsement is 
communicated only in the audio portion of the post, there would not 
need to be a disclosure in the visual portion.
---------------------------------------------------------------------------

    \139\ Id.
---------------------------------------------------------------------------

d. Consumer Review
    The proposed rule defined ``consumer review'' as ``a consumer's 
evaluation, or a purported consumer's evaluation, of a product, 
service, or business that is

[[Page 68044]]

submitted by the consumer or purported consumer and that is published 
to a website or platform dedicated in whole or in part to receiving and 
displaying such evaluations.'' The proposed definition also noted that, 
for the purposes of the rule, consumer reviews include consumer ratings 
regardless of whether they include any text or narrative. The 
Commission has determined to finalize the definition of this term--
which is used in Sec. Sec.  465.2 through 465.6--with a minor, 
technical change.
    A comment from a review platform supported the proposed definition, 
calling it ``particularly clear and holistic.'' \140\
---------------------------------------------------------------------------

    \140\ Trustpilot Cmt. at 8.
---------------------------------------------------------------------------

    A comment from an individual asserted that the ``definition of 
`consumer' implies an individual who purchased the product for their 
own use'' and that when a ``product is provided by the company seeking 
a review, for the purposes of it being reviewed, the reviewer is 
arguably not a consumer.'' \141\ The Commission disagrees that a 
``consumer'' is necessarily a purchaser. For purposes of the rule, a 
consumer is a person who purchased, used, or otherwise had experience 
with a product, service, or business.
---------------------------------------------------------------------------

    \141\ Anonymous 2 Cmt. at 1.
---------------------------------------------------------------------------

    A trade association commenter suggested deleting the definition's 
element that a consumer review be ``published.'' \142\ It said that a 
``consumer review should still be considered a `review' before it is 
publicly displayed by a website or platform.'' \143\ Although that may 
be true for some purposes, the Commission declines to make that change. 
A consumer review that is submitted to a website or platform but never 
published does not in and of itself deceive consumers, although the 
failure to publish a review may be deceptive pursuant to paragraphs 
(a)(1) and (b) of Sec.  465.7. Paragraphs (a)(1) and (b) of Sec.  465.7 
are worded in a way that does not limit their application to published 
reviews, because they relate to suppressed reviews.
---------------------------------------------------------------------------

    \142\ IAB Cmt. at 13-14.
    \143\ Id.
---------------------------------------------------------------------------

    A comment from a consumer advocacy organization suggested deleting 
the portion of the definition that refers to publication to a website 
or platform ``dedicated in whole or in part to receiving and displaying 
such evaluations.'' \144\ It asked whether the definition would ``only 
apply to reviews on a website `dedicated' to posting reviews, such as 
Yelp'' and whether ``it include[s] any website where reviews are 
possibly posted, like Reddit?'' \145\ The commenter continued, ``Would 
a website be excluded if only a very small portion of the website 
contained consumer evaluations?'' \146\ The commenter asserted that 
``[a]ll fake reviews and ratings that are used to market a product or 
service should be captured in the . . . Rule--no matter where they are 
posted.'' \147\ The definition is not limited to consumer reviews on 
websites that are dedicated entirely to posting such reviews. It would 
also cover reviews on a portion of a website, no matter how small a 
portion, that is dedicated to receiving and displaying such reviews, 
such as a reviews page or the review sections of product pages on a 
retailer's website. The definition would not, however, cover consumer 
statements about products or services on a website or portion of a 
website, such as Reddit, that is not dedicated to receiving and 
displaying reviews. Such free-floating consumer statements are outside 
of the generally understood context in which content is submitted and 
published as reviews. Under some circumstances, such statements might 
be considered ``consumer testimonials,'' such as when an advertiser has 
paid for them.
---------------------------------------------------------------------------

    \144\ TINA Cmt. at 7.
    \145\ Id.
    \146\ Id.
    \147\ Id.
---------------------------------------------------------------------------

    A comment from a review platform raised two issues with the 
``consumer review'' definition.\148\ It said that ``[b]are ratings 
provide no context, making them virtually useless for other consumers 
or to businesses that might use consumer feedback to improve their 
services'' and suggested that ``the Commission differentiate between 
reviews and ratings.'' \149\ The fact that bare ratings do not provide 
context does not mean that consumers do not rely on them or on 
aggregate ratings that include bare ratings. The Commission does not 
see a reason to distinguish between reviews and ratings for the 
purposes of the rule, and the commenter did not provide such a reason. 
The same commenter also expressed ``concern[ ] with the definition's 
use of the word `purported[,]' . . . which has a negative connotation 
that feeds into the false narrative that consumer reviews are 
inherently unreliable'' and suggested replacing ``purported'' with 
different language.\150\ The definition simply recognizes and accounts 
for the undisputed fact that some reviews are fake. Just because some 
reviews are unreliable does not suggest that reviews are generally 
unreliable. The Commission declines to adopt this recommendation.
---------------------------------------------------------------------------

    \148\ Yelp Cmt. at 3-4.
    \149\ Id.
    \150\ Id. at 4.
---------------------------------------------------------------------------

    To conform with the Office of the Federal Register's drafting 
requirements, the Commission is changing a reference to ``this Rule'' 
to ``this part.'' \151\
---------------------------------------------------------------------------

    \151\ The Commission is making this change throughout the rule, 
including in Sec. Sec.  465.2(a), (b), and (c), 465.4, 465.5(a), 
465.6, 465.7, 465.8, and 465.9.
---------------------------------------------------------------------------

e. Consumer Testimonial
    The proposed rule defined ``consumer testimonial'' as ``an 
advertising or promotional message (including verbal statements, 
demonstrations, or depictions of the name, signature, likeness, or 
other identifying personal characteristics of an individual) that 
consumers are likely to believe reflects the opinions, beliefs, or 
experiences of a consumer who has purchased, used, or otherwise had 
experience with a product, service, or business.'' The Commission is 
finalizing the definition of the term--which is used in Sec. Sec.  
465.2 and 465.5--as originally proposed.
    A trade association commenter expressed concern that consumers 
seeing a clearly dramatized television commercial might unreasonably 
believe that the actors' scripted lines actually reflected their 
opinions, beliefs, or experiences and could therefore be considered 
consumer testimonials.\152\ It suggested clarifying the definition by 
inserting ``reasonably in the circumstances'' after ``that consumers 
are likely to believe.'' \153\ The Commission agrees that it would not 
be reasonable for viewers to consider ``an obviously fictional 
dramatization'' to be an endorsement.\154\ The Commission does not, 
however, believe it is necessary to modify the definition. The concept 
of ``reasonable consumers'' from FTC jurisprudence \155\ is 
incorporated into the concept of consumers being likely to believe 
something.
---------------------------------------------------------------------------

    \152\ NFIB Cmt. at 2-3.
    \153\ Id. at 4.
    \154\ See Endorsement Guides, 16 CFR 255.0(g)(2).
    \155\ See, e.g., Fed. Trade Comm'n, FTC Policy Statement on 
Deception, 103 F.T.C. 174, 176-77 (1984) [hereinafter FTC Policy 
Statement on Deception] (appended to In re Cliffdale Assocs., Inc., 
103 F.T.C. 110 (1984)), available at <a href="https://www.ftc.gov/system/files/documents/public_statements/410531/831014deceptionstmt.pdf">https://www.ftc.gov/system/files/documents/public_statements/410531/831014deceptionstmt.pdf</a>.
---------------------------------------------------------------------------

    The same public interest research center that commented, as 
discussed above, that the Commission should broaden the definition of 
``celebrity testimonials'' to explicitly include non-natural persons 
(such as businesses and

[[Page 68045]]

public sector entities) \156\ made the same comment with respect to the 
definition of ``consumer testimonials.'' \157\ The Commission declines 
to make that change in the latter definition for the same reason it 
declined to make it in the former definition.
---------------------------------------------------------------------------

    \156\ See supra Section IV.A.2.b of this document.
    \157\ EPIC Cmt. at 3.
---------------------------------------------------------------------------

f. Indicators of Social Media Influence
    The proposed rule defined ``indicators of social media influence'' 
as ``any metrics used by the public to make assessments of an 
individual's or entity's social media influence, such as followers, 
friends, connections, subscribers, views, plays, likes, reposts, and 
comments.'' For the following reasons, the Commission adopts the 
definition of ``indicators of social media influence''--a term which is 
used in Sec.  465.8, Misuse of Fake Indicators of Social Media 
Influence--largely as proposed, with one modification described below.
    A comment from a consumer advocacy organization suggested 
explicitly including ``Saves'' and ``Shares'' within the definition of 
indicators of social media influence.'' \158\ The commenter explained 
that the number of times that social media posts are saved or shared 
serves as indicators of social media influence and that both ``Saves'' 
and ``Shares'' are offered for sale on the internet.\159\ Because the 
NPRM proposed to define the term as ``any metrics used by the public to 
make assessments of an individual's or entity's social media 
influence,'' ``Saves'' and ``Shares'' were already covered by the 
definition as originally proposed. However, merely for the purpose of 
clarification, the Commission is adding them to the listed examples of 
indicators. The same commenter also suggested that the Commission 
expand the definition to include engagement metrics that are not 
publicly visible but that are used to gain an algorithmic 
advantage.\160\ Such non-visible indicators are outside the scope of 
this rulemaking, and the Commission chooses not to address them at this 
time.
---------------------------------------------------------------------------

    \158\ NCL Cmt. at 3.
    \159\ Id. at 3-6.
    \160\ Id. at 6-8.
---------------------------------------------------------------------------

    One review platform commenter suggested that the Commission 
``simplify the definition to exhaustively list the current metrics that 
are such indicators.'' \161\ The commenter continued that ``whether a 
given metric is `used by the public to make assessments of an 
individual's or entity's social media influence' may become the subject 
of substantial dispute in future cases . . . in the absence of an 
exhaustive, disjunctive list of indicators.'' \162\ The Commission 
intends the listed indicators to be examples and non-exhaustive, a 
flexible and efficient approach that avoids having to modify the rule 
when such metrics change. The Commission has no reason to believe that 
its approach will result in substantial disputes in its cases.
---------------------------------------------------------------------------

    \161\ Yelp Cmt. at 4-5.
    \162\ Id. at 5.
---------------------------------------------------------------------------

    For the reasons explained in this section, the Commission is 
finalizing the definition of ``indicators of social media influence'' 
to mean any metrics used by the public to make assessments of an 
individual's or entity's social media influence, such as followers, 
friends, connections, subscribers, views, plays, likes, saves, shares, 
reposts, and comments.
g. Officers
    The proposed rule defined ``officers'' as ``including owners, 
executives, and managing members of a business.'' The Commission is 
finalizing the definition of this term--which is used in Sec. Sec.  
465.2 and 465.5.
    A review platform commenter said that including ``managing 
members'' in the definition of ``officers'' ``could suggest that 
managers are officers.'' \163\ The commenter also suggested that the 
definition of ``officers'' ``should be refined to only include `senior 
management members' of a business,'' thereby creating ``a clearer 
distinction between those in a position of leadership versus lower-
level employees, or staff that may have the title `manager' without any 
practical level of control and power to exert influence over others.'' 
\164\
---------------------------------------------------------------------------

    \163\ Trustpilot Cmt. at 12.
    \164\ Id.
---------------------------------------------------------------------------

    Because a ``managing member'' is a commonly understood term 
referring to an owner and senior manager of a limited liability 
company, and because the term does not refer to all ``managers'' of a 
business, the Commission declines to remove ``managing members'' from 
the definition of ``officer.'' As discussed below, the Commission 
continues to believe it appropriate that Sec. Sec.  465.2 and 465.5 
apply to both officers and managers and is therefore not limiting the 
definition of ``officers'' to ``senior management members.'' A new 
definition of ``managers'' is discussed below.\165\
---------------------------------------------------------------------------

    \165\ See infra Section IV.A.3.b of this document.
---------------------------------------------------------------------------

h. Purchase a Consumer Review
    The proposed rule defined ``purchase a consumer review'' as 
``provid[ing] something of value, such as money, goods, or another 
review, in exchange for a consumer review.'' For the following reasons, 
the Commission adopts the definition of ``purchase a consumer 
review''--a term which is used in Sec.  465.2, Fake or False Consumer 
Reviews, Consumer Testimonials, or Celebrity Testimonials--largely as 
proposed, with two modifications described below.
    An individual commenter wrote, ``[r]egarding payment for reviews, 
the use of . . . discounts on future purchases from the business should 
be specifically prohibited as well.'' \166\ A review platform commenter 
suggested ``that the Commission list additional examples of . . . what 
the Commission considers `value.' '' \167\ Specifically, it suggested 
adding ``gift certificates,'' ``services,'' ``discounts,'' ``coupons,'' 
and ``contest entries.'' \168\ Such examples of value were covered by 
the proposed definition, which applies to ``something of value'' 
provided in exchange for a consumer review'' but, for purposes of 
clarification, the Commission is adding these examples of value in the 
final definition. The review platform commenter also suggested adding 
``other incentives,'' \169\ which the Commission thinks is unnecessary, 
given that the list is only exemplary and preceded by the words ``such 
as.''
---------------------------------------------------------------------------

    \166\ John Christofferson, Cmt. on NPRM (Aug. 16, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0025">https://www.regulations.gov/comment/FTC-2023-0047-0025</a>.
    \167\ Yelp Cmt. at 5.
    \168\ Id.
    \169\ Id.
---------------------------------------------------------------------------

    Another review platform commenter suggested using language 
explicitly stating that the listed examples of ``value'' are not 
exhaustive.\170\ The Commission believes that, because the phrase 
``such as'' precedes the list of examples, this is already sufficiently 
clear from the language of the definition.
---------------------------------------------------------------------------

    \170\ Trustpilot Cmt. at 8.
---------------------------------------------------------------------------

    The proposed definition used the term ``goods.'' To ensure that 
terminology is used consistently throughout the rule, the Commission is 
replacing the term ``goods'' with the synonymous word ``products'' in 
the final definition.\171\
---------------------------------------------------------------------------

    \171\ The Commission is also replacing the term ``goods'' with 
the word ``products'' in the final definition of the phrase 
``purchase a consumer review'' (final Sec.  465.1(m)).
---------------------------------------------------------------------------

    For the reasons explained in this section, the Commission is 
finalizing the definition of ``purchase a consumer review'' to mean to 
provide something

[[Page 68046]]

of value, such as money, gift certificates, products, services, 
discounts, coupons, contest entries, or another review, in exchange for 
a consumer review.
i. Reviewer
    The proposed rule defined ``reviewer'' as ``the author or purported 
author of a consumer review.'' The Commission is finalizing the 
definition of the term--which is used in Sec. Sec.  465.2 and 465.5--as 
originally proposed.
    One review platform commenter objected to the use of the word 
``purported'' in the definition of ``reviewer,'' just as it objected to 
that word's inclusion in the definition of ``consumer review.'' \172\ 
The commenter asserted that ``purported'' feeds into the false 
narrative that consumer reviews are inherently unreliable. As discussed 
above, the use of the word ``purported'' simply recognizes and accounts 
for the undisputed fact that some reviews are fake.\173\ The Commission 
declines to modify the definition of ``reviewer.''
---------------------------------------------------------------------------

    \172\ Yelp Cmt. at 4.
    \173\ See supra Section IV.A.2.d of this document.
---------------------------------------------------------------------------

j. Substantially Different Product
    The proposed rule defined ``substantially different product'' as a 
product that differs from another product in one or more material 
attributes other than color, size, count, or flavor. The defined term 
appeared in proposed Sec.  465.3, Consumer Review or Testimonial Reuse 
or Repurposing, which the Commission is no longer planning on 
finalizing.\174\ Given that the Commission has decided not to proceed 
with proposed Sec.  465.3 at this time, it is not including a 
definition of ``substantially different product'' in the final rule.
---------------------------------------------------------------------------

    \174\ Some commenters suggested edits to the definition, such as 
removing ``flavor'' from the list of attributes that might not be 
material, adding other product attributes to that list, or adding 
flexibility by removing the listed attributes altogether. TINA Cmt. 
at 6; Amazon Cmt. at 9-10; Chamber of Commerce Cmt. at 6-7; RILA 
Cmt. at 3; NRF Cmt. at 7-8; IAB Cmt. at 8.; ANA Cmt. at 15-16; NRF 
Cmt. at 8. Other commenters asked questions about how the definition 
would apply to an updated version of a product or to different 
scenarios. Magana Cmt.; NADA Cmt. at 5.
---------------------------------------------------------------------------

k. Testimonialist
    The proposed rule defined ``testimonialist'' as ``the person giving 
or purportedly giving a consumer testimonial or celebrity 
testimonial.'' None of the comments received addressed the definition 
of testimonialist. As already discussed in section IV.A.2.b of this 
document, the Commission is substituting the word ``individual'' for 
the word ``person'' wherever the word appeared in the Commission's 
original proposal. Aside from this minor, clarifying modification, the 
Commission has determined that it will finalize the definition of the 
term--which is used in Sec. Sec.  465.2 and 465.5--as originally 
proposed.
l. Unjustified Legal Threat
    The proposed rule defined ``unjustified legal threat'' as ``a 
threat to initiate or file a baseless legal action, such as an action 
for defamation that challenges truthful speech or matters of opinion.'' 
For the following reasons, the Commission adopts the definition--a term 
which is used in Sec.  465.7, Review Suppression--largely as proposed, 
with two modifications described below.
    The NPRM asked whether ``the definition of `unjustified legal 
threat' is sufficiently clear.'' One company's comment said that the 
proposed definition was clear.\175\ A trade association said ``the term 
`unjustified' is a vague standard that leaves unclear what legal 
support a business must have for its legal position before it warns the 
creator of a review of possible legal proceedings.'' \176\ A comment 
from State Attorneys General suggested changing ``unjustified'' to 
``unfounded, groundless, or unreasonable'' in order to provide a more 
objective legal standard for evaluating the types of legal threats that 
are not permitted.\177\ The Commission agrees in part with this 
recommendation. As a clarification of what it intended, the Commission 
is changing ``unjustified'' to ``unfounded or groundless.'' 
Specifically, this change avoids the unintended, potentially broader 
scope of the term ``unjustified,'' which is also freighted with 
subjective considerations, in favor of terms that reflect objective 
legal standards. For similar reasons, the Commission is not adding 
``unreasonable,'' a term which is unnecessary and not as precise in 
this particular situation as ``unfounded or groundless.''
---------------------------------------------------------------------------

    \175\ Transparency Company Cmt. at 14.
    \176\ NFIB Cmt. at 4.
    \177\ State Attorneys General, Cmt. on NPRM at 2-3 (Sept. 29, 
2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0100">https://www.regulations.gov/comment/FTC-2023-0047-0100</a> 
(``State AGs Cmt.'').
---------------------------------------------------------------------------

    The State Attorneys General comment also recommended that the 
definition include ``a threat to enforce an agreement that is void, 
voidable, or unenforceable.'' \178\ It said that the word 
``unjustified'' may be insufficient to address merchants arguing that 
their legal threats were justified by their non-disclosure agreements 
that limit consumer reviews.\179\ The change from ``unjustified'' to 
``unfounded or groundless'' addresses this concern. A comment from a 
review platform suggested that the Commission expand the definition to 
include threats based on form contracts that violate the Consumer 
Review Fairness Act (``CRFA'').\180\ Given that such form contracts are 
already prohibited by the CRFA,\181\ the Commission declines to address 
them in this rulemaking.
---------------------------------------------------------------------------

    \178\ Id. at 2.
    \179\ Id. at 3.
    \180\ Yelp Cmt. at 5.
    \181\ Consumer Review Fairness Act of 2016 Sec.  2(b)(1), 15 
U.S.C. 45b(b)(1).
---------------------------------------------------------------------------

    A consumer group's comment disagreed with the definition's use of 
the phrase ``baseless legal action'' on the basis that it ``open[s] 
just as many questions as the underlying term it attempts to define.'' 
\182\ A company's comment noted that the phrase ``a baseless legal 
action'' is vague, and recommend that the Commission instead adopt 
language that is based upon Rule 11(b)(2) of the Federal Rules of Civil 
Procedure.\183\ Specifically, the commenter recommended changing ``a 
baseless legal action'' to ``a legal action that is not warranted by 
existing law or a nonfrivolous argument for extending, modifying, or 
reversing existing law or establishing new law.'' \184\
---------------------------------------------------------------------------

    \182\ Consumer Reports Cmt. at 10.
    \183\ Family First Life Cmt. at 16.
    \184\ Id.
---------------------------------------------------------------------------

    The Commission is partially adopting the commenter's suggestion by 
adopting language that is loosely based upon Federal Rule of Civil 
Procedure 11(b)(2) and (3).\185\ However, the Commission is not 
adopting the phrase ``extending, modifying, or reversing existing law 
or establishing new law'' because it is highly doubtful that companies 
would threaten consumers by asserting that, while no lawsuit is 
warranted under existing law, they will bring a lawsuit anyway and try 
to change existing law. Instead, the Commission chooses to clarify the 
definition by changing ``threat to file a baseless legal action'' to 
``legal threat based on claims, defenses, or other legal contentions 
unwarranted by existing law or based on factual contentions that have 
no evidentiary support or will likely have no evidentiary support after 
a reasonable opportunity for further investigation or discovery.''
---------------------------------------------------------------------------

    \185\ See Fed. R. Civ. P. 11(b)(2) and (3).
---------------------------------------------------------------------------

    A review platform commenter was concerned that the proposed 
definition's ``wording opens the door to bad actors being able to claim 
defamation on weakly justified grounds and to seek to game the system 
by deliberately constructing legal terms which can then be deployed to 
suppress reviews.'' \186\ The Commission believes that the revised 
definition addresses this

[[Page 68047]]

concern, especially given its inclusion of language from Federal Rule 
of Civil Procedure 11(b)(2) and (3), which is intended to avoid such 
misuse of the court system. In any event, the Commission is deleting 
``such as an action for defamation that challenges truthful speech or 
matters of opinion'' because this example is unnecessary and possibly 
confusing in this context.
---------------------------------------------------------------------------

    \186\ Trustpilot Cmt. at 17-18.
---------------------------------------------------------------------------

    For the reasons explained in this section, the Commission is 
adopting the proposed definition of an ``unfounded or groundless legal 
threat'' with clarifying changes. The final definition provides that an 
``unfounded or groundless legal threat'' is a legal threat based on 
claims, defenses, or other legal contentions unwarranted by existing 
law or based on factual contentions that have no evidentiary support or 
will likely have no evidentiary support after a reasonable opportunity 
for further investigation or discovery.
3. Proposed Additional Definitions
    In Question 7 of the NPRM, the Commission asked what additional 
definitions, if any, are needed. In Questions 14 and 18 of the NPRM, 
the Commission asked whether it should define the terms ``managers'' 
and ``relatives,'' respectively. As discussed below, various commenters 
suggested that the Commission define the following terms and phrases 
that appear in the proposed rule: ``dissemination,'' ``manager,'' 
``relative,'' and ``purchase or procure fake indicators.'' One 
commenter suggested that the Commission define ``review hosting'' and 
exclude it from the scope of Sec.  465.2.\187\
---------------------------------------------------------------------------

    \187\ As discussed below in Section IV.H. of this document, the 
Commission is adding definitions of two phrases in response to 
concerns raised by commenters: ``fake indicators of social media 
influence'' and ``distribute fake indicators of social media 
influence.''
---------------------------------------------------------------------------

a. Dissemination
    The term ``disseminate'' appears in both proposed and final 
Sec. Sec.  465.2 and 465.5. A comment from a trade association stated 
that the Commission should define ``disseminate'' ``within Proposed 
Sec.  465.2(b) to include only the affirmative posting or intentional 
distribution of reviews, where a company has actual knowledge that the 
reviews are false or fraudulent in nature.'' \188\ The commenter 
continued by saying that ``disseminate'' should ``not include passive 
actions such as allowing a review to be posted or published on a 
company's web page, unless the company has actual knowledge that the 
review is false or fraudulent in nature'' or ``retailers sharing 
reviews with third-party platforms such as Google.'' \189\ Within both 
Sec. Sec.  465.2 and 465.5, however, ``disseminate'' applies only to 
testimonials, not to consumer reviews. One of the basic canons of 
statutory and regulatory construction is that words are to be 
understood in their ordinary, everyday meanings--unless the context 
indicates that they bear a technical sense.\190\ In Sec. Sec.  465.2 
and 465.5, the Commission intended for the term to have its ordinary, 
everyday meaning--that is, to spread or to convey something, rather 
than the proposed definition.\191\ Accordingly, the Commission declines 
to add the proposed definition.
---------------------------------------------------------------------------

    \188\ NRF Cmt. at 3.
    \189\ Id. at 3-4. The Commission elsewhere addresses whether 
Sec.  465.2 applies to a business allowing reviews to be posted or 
published on its web page or to retailers sharing reviews with 
third-party platforms. See infra Section IV.B.5 of this document.
    \190\ See, e.g., Kouichi Taniguchi v. Kan Pac. Saipan, Ltd., 566 
U.S. 560, 566 (2012); Tanzin v. Tanvir, 592 U.S. 43, 48 (2020) 
(``Without a statutory definition, we turn to the phrase's plain 
meaning at the time of enactment.''); Lamar, Archer & Cofrin, LLP v. 
Appling, 584 U.S. 709, 715 (2018) (``Because the Bankruptcy Code 
does not define the words `statement,' `financial condition,' or 
`respecting,' we look to their ordinary meanings.'').
    \191\ Disseminate, <a href="http://Dictionary.com">Dictionary.com</a>, LLC, <a href="https://www.dictionary.com/browse/disseminate">https://www.dictionary.com/browse/disseminate</a> (last visited July 5, 2024) 
(defining ``disseminate'' as ``to scatter or spread widely, as 
though sowing seed; promulgate extensively; broadcast; disperse''); 
Disseminate, <a href="http://Merriam-Webster.com">Merriam-Webster.com</a> Dictionary, <a href="https://www.merriam-webster.com/dictionary/disseminate">https://www.merriam-webster.com/dictionary/disseminate</a> (last visited July 5, 2024) 
(defining ``disseminate'' as ``to spread abroad as though sowing 
seed'' or ``to disperse throughout''); Disseminate, Cambridge 
Dictionary, <a href="https://dictionary.cambridge.org/us/dictionary/english/disseminate">https://dictionary.cambridge.org/us/dictionary/english/disseminate</a> (last visited July 5, 2024) (defining ``disseminate'' as 
``to spread or give out something, especially news, information, 
ideas, etc., to a lot of people'').
---------------------------------------------------------------------------

b. Manager
    The term ``manager'' appeared in proposed Sec.  465.5, Insider 
Consumer Reviews and Consumer Testimonials, and was undefined. Due to 
the clarifying changes to Sec.  465.2 that are discussed in further 
detail below, the term is now included in both final Sec.  465.5 and 
final Sec.  465.2, Fake or False Consumer Reviews, Consumer 
Testimonials, or Celebrity Testimonials.
    One business commenter noted that it is unnecessary to define 
``manager.'' \192\ An industry organization wrote in its comment that 
the failure to define the term ``manager'' ``raises concerns about the 
number of a firm's employees impacted.'' \193\ A review platform 
commenter said that using the term ``manager'' without any definition 
is particularly problematic,\194\ noting that someone ``may have the 
title `manager' without any practical level of control and power to 
exert influence over others. For example, it is possible in a business 
for a person to have the title `manager' while holding a relatively 
junior position and without having any employees that directly report 
to them.'' \195\ Proposed and final Sec.  465.5(c) address ``managers'' 
soliciting or demanding consumer reviews from employees or agents. In 
this context, the Commission's intent was for the term ``manager'' to 
be limited to those who supervise others. Thus, the Commission is 
adopting a definition for the term ``manager'' to make this 
clarification, which will ensure that Sec.  465.5(c) is not interpreted 
as more restrictive than the Commission intended.\196\
---------------------------------------------------------------------------

    \192\ Transparency Company Cmt. at 13.
    \193\ TechNet Cmt. at 3.
    \194\ Trustpilot Cmt. at 9.
    \195\ Id. at 12.
    \196\ If the term were only to appear in Sec.  465.2(c), such a 
clarification would not be needed. This is because Sec.  465.2(c) 
also covers employees and agents.
---------------------------------------------------------------------------

    A business commenter that operates in the insurance-marketing space 
explained that independent-contractor insurance agents who build their 
own agencies are referred to as ``managers'' and asked that the 
definition of ``managers'' expressly carve out ``managers in the 
insurance marketing space'' or at least clarify that managers are those 
``who are employed by the company.'' \197\ As similar situations may 
arise in other contexts, the Commission is adopting the commenter's 
latter recommendation, and clarifying that managers are employees of 
the businesses.
---------------------------------------------------------------------------

    \197\ Family First Life Cmt. at 13.
---------------------------------------------------------------------------

    For the reasons explained in this section, the final rule adopts a 
definition for the term ``manager.'' The final rule defines the term 
``manager'' as an employee of a business who supervises other employees 
or agents and who either holds the title of a ``manager'' or otherwise 
serves in a managerial role.
c. Relative
    The term ``relative'' appeared in proposed Sec.  465.5, Insider 
Consumer Reviews and Consumer Testimonials. It was undefined in the 
proposed rule.
    Two commenters suggested that the Commission define the term 
``relative.'' A comment from a review platform said that a plain 
reading of ``relative'' could cover ``an extremely broad range of 
people'' and ``is likely to extend to persons who may not be biased 
since they are in reality not close to the

[[Page 68048]]

business.'' \198\ The commenter suggested that the prohibition in Sec.  
465.5(c) be limited to close relatives such as immediate family 
members.\199\ A comment from a business organization said that the term 
``relative'' is too vague and that ``[i]t is unclear whether the rule 
applies to third cousins, the spouses of a stepbrother's child from a 
previous marriage, or friends that are considered family.'' \200\ The 
commenter continued that ``[l]arge companies creating monitoring 
programs for testimonials need some clarity about what relatives will 
be captured under the Rule.'' \201\
---------------------------------------------------------------------------

    \198\ Trustpilot Cmt. at 12.
    \199\ Id.
    \200\ Chamber of Commerce Cmt. at 7.
    \201\ Id.
---------------------------------------------------------------------------

    As discussed below, the Commission believes that some rule 
provisions should be limited to ``immediate relatives.'' \202\ The 
Commission is adding a definition of an ``immediate relative,'' which 
clarifies that the term refers to a spouse, parent, child, or sibling. 
In the final rule, the term ``immediate relative'' is used in 
Sec. Sec.  465.2(c) and 465.5(c).
---------------------------------------------------------------------------

    \202\ See infra Section IV.E.2 of this document.
---------------------------------------------------------------------------

d. Purchase or Procure Fake Indicators
    The phrase ``purchase or procure fake indicators of social media 
influence'' is used in proposed and final Sec.  465.8, Misuse of Fake 
Indicators of Social Media Influence. The phrase was undefined in the 
proposed rule.
    A consumer advocacy commenter stated that leaving the terms 
``purchase'' and ``procure'' undefined ``leaves ambiguity regarding 
which types of incentives are restricted,'' and suggested defining the 
phrase ``purchase or procure fake indicators of social media 
influence'' to mean ``to provide something of value, such as money, 
goods, or another indicator of social media influence (i.e.[,] a 
`like'), in exchange for a fake indicator of social media influence.'' 
\203\ The Commission declines to adopt the commenter's suggestion.\204\ 
The definition proposed by the commenter would unnecessarily narrow the 
types of actions that would be covered by the rule to an exchange. In 
the final rule, the Commission intends for the term ``procure'' to bear 
its ordinary, everyday meaning--that is, to obtain something.\205\ Even 
if there is any ambiguity in the term ``purchase,'' any exchange of 
value in order to obtain fake indicators of social media influence 
would be ``procuring'' the fake indicators.
---------------------------------------------------------------------------

    \203\ Consumer Reports Cmt. at 4.
    \204\ Commenters also expressed concern about or sought guidance 
on the meaning of the term ``procure'' as used in proposed Sec.  
465.2(c), but they did not expressly suggest that the Commission 
define the term. The use of the term ``procure'' in Sec.  465.2 is 
discussed below in the context of that substantive provision. See 
infra Section IV.B.4 of this document.
    \205\ See Procure (def. 1), <a href="http://Merriam-Webster.com">Merriam-Webster.com</a> Dictionary, 
<a href="https://www.merriam-webster.com/dictionary/procure">https://www.merriam-webster.com/dictionary/procure</a> (last visited 
July 5, 2024) (establishing that the word ``procure'' means, among 
other things, ``to get possession of (something)'' or ``to obtain 
(something) by particular care and effort'').
---------------------------------------------------------------------------

e. Review Hosting
    A retailer submitted a comment suggesting that ``review hosting'' 
be defined and excluded from the scope of Sec.  465.2.\206\ The 
commenter suggested the following definition:
---------------------------------------------------------------------------

    \206\ Amazon Cmt. at 7. As discussed below, other commenters 
also argued that Sec.  465.2 should not apply to merely hosting 
reviews. See infra section IV.B.5 of this document.

    Review hosting includes but is not limited to activity 
associated with maintaining a repository of consumer reviews and 
testimonials for display such as: offering review submission 
functionality, collecting and moderating reviews, organizing and 
displaying reviews, aggregating reviews into star ratings, and 
providing guidance to consumers about how to leave reviews where no 
incentive is offered.\207\
---------------------------------------------------------------------------

    \207\ Id. at 7.

    As discussed below, the Commission did not intend for its proposal 
to apply to simply hosting consumer reviews.\208\ The Commission is 
therefore, for the purpose of clarification, adopting a definition of 
the term ``consumer review hosting'' in order to exclude mere review 
hosting from certain provisions of the rule. The Commission is not 
adopting the commenter's proposed definition because it included 
activities that go beyond the core of mere review hosting and because 
it begins with the phrase ``include but is not limited to,'' which 
would allow it to include an unknown, larger category of activities. 
The final rule defines ``consumer review hosting'' as providing the 
technological means by which a website or platform allows consumers to 
see or hear the consumer reviews that consumers have submitted to the 
website or platform. The exclusion of ``consumer review hosting'' from 
certain sections of the rule is discussed below.
---------------------------------------------------------------------------

    \208\ See infra section IV.B.5 of this document.
---------------------------------------------------------------------------

B. Sec.  465.2--Fake or False Consumer Reviews, Consumer Testimonials, 
or Celebrity Testimonials

    Proposed Sec.  465.2 addressed fake or false consumer reviews, 
consumer testimonials, and celebrity testimonials. Based on the 
following, the Commission has determined to finalize these 
prohibitions, with a number of revisions. The following paragraphs 
discuss comments relating to (1) proposed Sec.  465.2 generally, (2) 
common language in all three paragraphs, (3) the individual paragraphs, 
4) the knowledge standard, and (5) other potential requirements.
    Numerous individual commenters wrote about the importance of 
authentic reviews or testimonials and that fake or false ones should be 
prohibited.\209\ A technology company commenter wrote that it ``would 
welcome rules to prohibit fake reviews and place stronger obligations 
on businesses who host them to better protect consumers.'' \210\
---------------------------------------------------------------------------

    \209\ See, e.g., William Hardy, Cmt. on NPRM (July 31, 2023), 
<a href="https://www.regulations.gov/comment/FTC-2023-0047-0002">https://www.regulations.gov/comment/FTC-2023-0047-0002</a>; Eric Beback, 
Cmt. on NPRM (Aug. 1, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0005">https://www.regulations.gov/comment/FTC-2023-0047-0005</a> (``Beback Cmt.''); Hippensteel Cmt.; Anderson 
Cmt.; Nathan Wilson, Cmt. on NPRM (Aug. 2, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0008">https://www.regulations.gov/comment/FTC-2023-0047-0008</a>; fred foreman, Cmt. 
on NPRM (Aug. 6, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0012">https://www.regulations.gov/comment/FTC-2023-0047-0012</a>; Ravnitzky Cmt. at 1; Fribance Cmt.; Ian wolk, Cmt. 
on NPRM (Aug. 15, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0020">https://www.regulations.gov/comment/FTC-2023-0047-0020</a>; Edborg Cmt.; Anonymous 5, Cmt. on NPRM (Aug. 18, 
2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0030">https://www.regulations.gov/comment/FTC-2023-0047-0030</a>; 
Anonymous 1 Cmt.; Steven Osburn, Cmt. on NPRM (Aug. 22, 2023), 
<a href="https://www.regulations.gov/comment/FTC-2023-0047-0033">https://www.regulations.gov/comment/FTC-2023-0047-0033</a> (``Osburn 
Cmt.''); Ludlam Cmt.; Janette Ponticello, Cmt. on NPRM (Sept. 5, 
2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0042">https://www.regulations.gov/comment/FTC-2023-0047-0042</a>; 
Hannah Abbott, Cmt. on NPRM at 1 (Sept. 20, 2023),  <a href="https://www.regulations.gov/comment/FTC-2023-0047-0051">https://www.regulations.gov/comment/FTC-2023-0047-0051</a> (Abbott Cmt.).
    \210\ Pasabi, Cmt. on NPRM at 2 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0103">https://www.regulations.gov/comment/FTC-2023-0047-0103</a>.
---------------------------------------------------------------------------

    A celebrity commenter wrote that he had ``received more than 100 
emails from consumers who have been induced to purchase fake products 
through the mis-use of . . . [his] image and the images of other Shark 
Tank `sharks.' '' \211\
---------------------------------------------------------------------------

    \211\ Mark Cuban, Cmt. on NPRM (Sept. 25, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0066">https://www.regulations.gov/comment/FTC-2023-0047-0066</a>.
---------------------------------------------------------------------------

    A business commenter suggested explaining the ``financial 
consequence of fake reviews,'' such as whether it is ``~$50,000 per 
fake review.'' \212\ The maximum civil penalty is currently $51,744 per 
violation, but courts must take into account the statutory factors set 
forth in section 5(m)(1)(C) of the FTC Act and may impose much lower 
per-violation penalties.\213\ Ultimately, courts will also decide how 
to calculate the number of violations in a given case.
---------------------------------------------------------------------------

    \212\ Transparency Company Cmt. at 9.
    \213\ See 15 U.S.C. 45(m)(1)(C).
---------------------------------------------------------------------------

1. Common Language in Sec.  465.2(a), (b), and (c)
    Proposed Sec.  465.2 consisted of three paragraphs, each of which 
sought to address unfair or deceptive conduct by

[[Page 68049]]

prohibiting specified types of reviews or testimonials: (1) by someone 
who ``does not exist,'' (2) by someone ``who did not use or otherwise 
have experience with the product, service, or business that is the 
subject'' of it, or (3) ``that materially misrepresents, expressly or 
by implication, the [person's] . . . experience with the product, 
service, or business.'' For the purpose of the following discussion, 
references to ``fake or false'' reviews or testimonials cover these 
three types of reviews or testimonials.
    A trade association asserted that the Commission lacked sufficient 
evidence of prevalence of reviews and testimonials that ``materially 
misrepresent[ ] . . . the reviewer's or testimonialist's experience.'' 
\214\ The trade association asserted that some of the cases cited by 
the Commission also involved ``actual fake reviews'' and therefore 
should not count as evidence of prevalence.\215\ The Commission 
disagrees: a fake or fabricated review misrepresents the purported 
reviewer's experience (e.g., that the reviewer used the product and 
what their experience was). The commenter also asserted that five of 
the cases cited by the Commission to establish prevalence ``provide no 
additional details about the unfair or deceptive act or practice at 
issue aside from bare allegations that the consumer testimonials in the 
case involved misrepresentations of the consumer's experience,'' and 
therefore are insufficient to establish prevalence.\216\ However, the 
quoted representations in each of the Commission's complaints makes 
clear the nature of the misrepresentations.\217\ Furthermore, even if a 
Commission complaint does not provide all details about a specific 
misrepresentation, that does not mean that it cannot serve as evidence 
of prevalence. The Commission thus has a strong basis for its 
conclusion that reviews and testimonials misrepresenting the 
experiences of the reviewers and testimonialists are prevalent.
---------------------------------------------------------------------------

    \214\ IAB Cmt. at 3.
    \215\ Id.
    \216\ Id. at 4 & n.12.
    \217\ Complaint at 8-11, 17-18, FTC v. NextGen Nutritionals, 
LLC, No. 8:17-cv-2807 (M.D. Fla. filed Nov. 20, 2017) (testimonials 
in ads made specific quantified claims of weight loss and blood 
pressure reduction); In re Esrim Ve Sheva Holding Corp., 132 F.T.C. 
736, 737 (2001) (testimonial made specific quantified claims about 
increased mileage and decreased harmful pollutants); In re Computer 
Bus. Servs., Inc., 123 F.T.C. 75, 78 (1997) (endorsers made specific 
quantified earnings claims); In re Twin Star Prods., Inc., 113 
F.T.C. 847, 849-51, 853-54 (1990) (endorsements made regarding a 
weight-loss product, a baldness treatment, and an impotency 
treatment); In re National Sys. Corp., 93 F.T.C. 58, 61-62 (1979) 
(testimonials about jobs obtained by graduates of respondents' 
schools).
---------------------------------------------------------------------------

    The same trade association and another one expressed concern that 
the ``prohibition on all reviews that are authored by individuals that 
[sic] `do not exist' or have not used the product would prohibit a wide 
swath of non-deceptive speech, including for example, any satirical 
reviews that a business authors, creates, sells, purchases, 
disseminates, or procures.'' \218\ As discussed in the NPRM, the 
Commission's intent was to prohibit misrepresentations resulting from 
reviews or testimonials by someone who does not exist or who did not 
use or otherwise have experience with the product, service, or 
business.\219\ The Commission is unsure of the extent to which there 
are satirical reviews that could run afoul of the provision as 
proposed. Nonetheless, upon a review of the comments, the Commission 
now recognizes that absent an express reference to material 
misrepresentations, the provision could be interpreted to prohibit 
other potentially non-deceptive speech, such as the use of virtual 
influencers.\220\ To avoid this unintended consequence, the Commission 
is clarifying that Sec.  465.2 is limited to prohibiting material 
misrepresentations. As finalized, the prohibitions in Sec.  465.2 are 
expressly limited to reviews and testimonials ``materially 
misrepresent[ing], expressly or by implication . . . that the reviewer 
or testimonialist exists; . . . that the reviewer or testimonialist 
used or had experience with the product, service, or business that is 
the subject of the review or testimonial; or . . . the reviewer's or 
testimonialist's experience with the product, service, or business that 
is the subject of the review or testimonial.''
---------------------------------------------------------------------------

    \218\ IAB Cmt. at 6; NRF Cmt. at 6.
    \219\ NPRM, 88 FR 49373.
    \220\ A virtual influencer is a computer-generated fictional 
character that can be used for a variety of marketing-related 
purposes, but most frequently for social media marketing, in lieu of 
human influencers. See, e.g., Koba Molenaar, Discover the Top 12 
Virtual Influencers for 2024--Listed and Ranked!, Influencer 
MarketingHub (Mar. 29, 2024), <a href="https://influencermarketinghub.com/virtual-influencers/">https://influencermarketinghub.com/virtual-influencers/</a>.
---------------------------------------------------------------------------

    A different trade association raised several concerns about the 
common language of proposed Sec.  465.2. It asserted that the provision 
``would prohibit the use of a dead person's endorsement because 
arguably that person does not exist.'' \221\ The Commission does not 
interpret a person who ``does not exist'' to include a person who died 
after making an endorsement, but that concern should be resolved by the 
new language regarding material misrepresentations. The commenter went 
on to question ``what constitutes an `actual experience,' '' asking 
whether a person who saw a label had actual experience with it and 
whether a person who tasted an item purchased at a restaurant but did 
not visit the restaurant had actual experience.\222\ The proposed 
provision did not use the term ``actual experience,'' and the persons 
in the commenter's posited hypotheticals did have legitimate experience 
with the product or service but should not misrepresent that experience 
as more than it was. The commenter also said that ``it is unclear if 
the . . . element--materially misrepresenting the experience with the 
product or service--relates to the experience or an opinion about the 
product or service.'' \223\ It relates to the person's ``experience'' 
with the product or service, that is, what actually happened when they 
used or otherwise experienced it and not simply their ``opinion'' of 
it. The same commenter asked whether ``an actor portraying an actual 
reviewer'' is misrepresenting their experience as long as it is ``clear 
that it is an actor portrayal.'' \224\ The provision does not prohibit 
using an actor to portray a real testimonialist.
---------------------------------------------------------------------------

    \221\ ANA Cmt. at 12.
    \222\ Id.
    \223\ Id.
    \224\ Id.
---------------------------------------------------------------------------

    An individual commenter who raised the same concern about whether 
actors could portray real testimonialists \225\ went on to express 
concerns that the actor ``shouldn't misrepresent who the original 
person was,'' such as by misrepresenting ``the effectiveness/health 
benefits of [a] product by hiring a very fit in shape person.'' \226\ 
The Commission has issued guidance stating that ``use of an endorsement 
with the image or likeness of a person other than the actual endorser 
is deceptive if it misrepresents a material attribute of the 
endorser.'' \227\ Nevertheless, the Commission does not intend for 
Sec.  465.2 to address such misrepresentations.
---------------------------------------------------------------------------

    \225\ Beback Cmt.
    \226\ Id.
    \227\ See Endorsement Guides, 16 CFR 255.1(g).
---------------------------------------------------------------------------

    A consumer organization's comment requested that the Commission 
``explicitly indicate that fake . . . ratings are an independent and 
separate violation from deceptive narrative reviews.'' \228\ The 
Commission believes that making this distinction is unnecessary and 
declines to make this change.
---------------------------------------------------------------------------

    \228\ TINA Cmt. at 8.

---------------------------------------------------------------------------

[[Page 68050]]

2. Sec.  465.2(a)
    Proposed Sec.  465.2(a) would have made it a violation for a 
``business to write, create, or sell a consumer review, consumer 
testimonial, or celebrity testimonial'' that is fake or false.
    An individual commenter noted that the prohibition ``is too 
specific and it would be easy for a business to find an alternative 
method not prohibited by the rule.'' \229\ The commenter posited an 
example: ``a business could have someone next to them tell them their 
review and someone could transcribe it, technically the business did 
not create, make, or sell anything and thus would not be in 
violation.'' \230\ If a business is paying an individual to transcribe 
a fake or false review, it is creating or making the review, and would 
therefore have violated Sec.  465.2(a). Accordingly, the Commission 
declines to modify the prohibition in response to the commenter's 
concern.
---------------------------------------------------------------------------

    \229\ Albert Cmt. at 3.
    \230\ Id.
---------------------------------------------------------------------------

    A trade association submitted a comment asking the Commission to 
``confirm that when a real consumer authors the review, the business 
cannot be said to have written or created it, and thus . . . section 
[465.2(a)] could not apply.'' \231\ The Commission is unsure what the 
commenter means by a ``real consumer authors the review.'' The 
provision would apply if, for example, a business employs a ``real 
consumer'' to write fifty reviews of a product under different names.
---------------------------------------------------------------------------

    \231\ IAB Cmt. at 6.
---------------------------------------------------------------------------

    A comment from a retailer that publishes reviews said that ``review 
brokers and other bad actors . . . coordinate the high-volume writing, 
buying, and selling of fake reviews'' and that the rule should apply to 
those ``approaching customers, instructing them on how to create fake 
reviews and avoid detection, and connecting them with bad actors 
operating [fake] accounts.'' \232\ Brokers of fake reviews would 
generally fall under the provision's prohibition against selling a 
consumer review, given that such brokers are generally being paid to 
provide fake reviews.
---------------------------------------------------------------------------

    \232\ Amazon Cmt. at 6.
---------------------------------------------------------------------------

    A trade association commenter suggested clarifying that 
``business'' in Sec.  465.2(a) ``refers to a business that helps to 
create or sell reviews or testimonials.'' \233\ Although the paragraph 
does apply to such businesses, it also applies to a business that 
writes or creates fake reviews or testimonials for its own products or 
services. For this reason, the Commission declines to adopt the 
commenter's suggestion.
---------------------------------------------------------------------------

    \233\ Computer & Communications Industry Association, Cmt. on 
NPRM at 3 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0110">https://www.regulations.gov/comment/FTC-2023-0047-0110</a> (``CCIA Cmt.'').
---------------------------------------------------------------------------

    An individual commenter asked whether the prohibition covers 
``people who leave reviews in good faith'' if ``they were getting paid 
for it.'' \234\ Neither Sec.  465.2(a) nor any section of the rule 
imposes liability on individual consumers who write honest reviews, 
even if they are paid for doing so.
---------------------------------------------------------------------------

    \234\ Wilson Cmt.
---------------------------------------------------------------------------

    Another individual commenter requested that civil penalties be 
imposed ``on the company for soliciting the reviews, rather than on the 
reviewer, unless the reviewer knowingly is leaving fake reviews.'' 
\235\ Under Sec.  465.2(a), an individual who is in the business of 
writing, creating, selling, or brokering reviews could be liable for 
creating consumer reviews that are fake or false. That individual could 
only be subject to civil penalties if they did so with actual knowledge 
or knowledge fairly implied on the basis of objective circumstances 
that they were engaging in an act or practice that is unfair or 
deceptive and is prohibited by the rule.\236\
---------------------------------------------------------------------------

    \235\ Osburn Cmt.
    \236\ See 15 U.S.C. 45(m)(1)(A) (establishing that the recovery 
of civil penalties requires a showing of ``actual knowledge or 
knowledge fairly implied on the basis of objective circumstances 
that such act is unfair or deceptive and is prohibited by such 
rule'').
---------------------------------------------------------------------------

    An individual commenter expressed concern that ``competing parties 
could potentially create fake reviews on another party in order to give 
the impression that the party is in violation of the'' rule.\237\ 
Although such misconduct is possible, the target of such misconduct 
would not be liable under Sec.  465.2(a), based on how it is worded. 
For example, the target would not have been the one who created, wrote, 
or sold the review, nor would the target have purchased the review. The 
competitor who engaged in such misconduct might be liable for deceptive 
or unfair conduct under the FTC Act.
---------------------------------------------------------------------------

    \237\ Slezak Cmt. at 1.
---------------------------------------------------------------------------

3. Sec.  465.2(b)
    Proposed Sec.  465.2(b) would have made it a violation for a 
business to ``purchase a consumer review'' or ``disseminate or cause 
the dissemination of a consumer testimonial or celebrity testimonial'' 
about ``the business or one of its products or services'' which ``the 
business knew or should have known'' was fake or false.
    A consumer organization commented that, by limiting Sec.  465.2(b) 
to a business posting reviews or disseminating or causing the 
dissemination of testimonials about ``the business or one of its 
products or services,'' the Commission's proposal limits liability to 
the business itself ``instead of including other . . . creators or 
disseminators of deceptive reviews and testimonials.'' \238\ In 
response to the commenter's concern, the Commission notes that those 
creating or disseminating deceptive reviews and testimonials could be 
liable under Sec.  465.2(a).
---------------------------------------------------------------------------

    \238\ TINA Cmt. at 6 n.23.
---------------------------------------------------------------------------

    A trade association asked whether a business `` `disseminates' 
reviews for its products merely by . . . placing them in advertising/
marketing materials.'' \239\ Section 465.2(b) applies only to the 
dissemination of testimonials, but if a business includes consumer 
reviews in its advertising or marketing materials, those reviews become 
``testimonials'' and are covered.
---------------------------------------------------------------------------

    \239\ NRF Cmt. at 5.
---------------------------------------------------------------------------

    Another commenter requested that the Commission ``clarify the 
limited applicability of `to disseminate or cause the dissemination' in 
proposed Sec.  465.2(b) so the definition does not wrongly apply to 
third parties that host or license reviews.'' \240\ The phrase ``to 
disseminate or cause the dissemination'' applies only to testimonials 
and not to consumer reviews, so it could not apply to third parties 
that host or license reviews. The only situation in which Sec.  
465.2(b) applies to consumer reviews is when a business purchases a 
consumer review.
---------------------------------------------------------------------------

    \240\ CCIA Cmt. at 3.
---------------------------------------------------------------------------

4. Sec.  465.2(c)
    Proposed Sec.  465.2(c) would have made it a violation for a 
business to ``procure a consumer review for posting on a third-party 
platform or website, about the business or one of its products or 
services,'' which ``the business knew or should have known'' was fake 
or false.
    Several commenters questioned the scope and ``vagueness'' of the 
undefined term ``procure'' in proposed Sec.  465.2(c).\241\ A trade 
association wrote that ``the Commission should explain that a retailer 
does not `procure a consumer review for posting on a third-party 
platform or website' simply by requesting that previous customers 
submit reviews, and then allowing submitted reviews to be posted on the 
retailer's own website or sharing customer reviews with Google.'' \242\ 
The

[[Page 68051]]

Commission did not intend to cover such activities. Instead, the 
Commission intended to cover a much more limited set of activities: the 
procurement of fake and false reviews from company insiders. The 
Commission is therefore revising Sec.  465.2(c) by limiting it to a 
business procuring consumer reviews ``from its officers, managers, 
employees, or agents, or any of their immediate relatives.''
---------------------------------------------------------------------------

    \241\ NRF Cmt. at 4; ANA Cmt. at 12; IAB Cmt. at 4; Amazon Cmt. 
at 7.
    \242\ NRF Cmt. at 4.
---------------------------------------------------------------------------

    A trade association's comment questioned the phrase ``its products 
or services'' in the context of what was proposed Sec.  465.2(c).\243\ 
It asked whether the term would apply to all of the products sold by a 
department store, an online marketplace, or a consignment 
business.\244\ The Commission recognizes that the phrase ``its products 
or services'' was ambiguous. In order to address this inadvertent 
ambiguity, the Commission is making clarifying changes by replacing the 
phrase ``its products or services'' with the phrase ``the products or 
services it sells'' in Sec.  465.2(b) and (c), as well as in other 
places where it appears in the rule.\245\ The revised language captures 
what the Commission originally intended and would apply to products 
sold by a department store, an online marketplace, or a consignment 
business.
---------------------------------------------------------------------------

    \243\ Id. at 5.
    \244\ Id. at 5-6.
    \245\ See Sec. Sec.  465.5(a), (b), and (c), 465.6, and 465.7(b) 
of the rule.
---------------------------------------------------------------------------

5. Sec.  465.2(d)
    Upon consideration of the comments received, the Commission is 
adding paragraph (d) in Sec.  465.2 to clarify the scope of Sec.  
465.2(b) and (c). The Commission recognizes that, when a business sends 
a broad solicitation to customers to post customer reviews, one or more 
recipients might also be employees of the business. If any such 
employee then posts reviews, one might consider those reviews to have 
been ``procured'' from the employee. Similarly, the Commission 
recognizes that broad, incentivized solicitations to the general public 
or past customers to post about a product on social media could be 
considered ``causing the dissemination'' of testimonials. It would not 
be reasonable to expect a business to know whether such resulting 
reviews or testimonials were fake or false, and the Commission did not 
intend to cover those reviews in this section of the proposed rule. 
Therefore, the Commission is adding Sec.  465.2(d)(1), which clarifies 
that Sec.  465.2(b) and (c) do not apply to ``generalized solicitations 
to purchasers to post reviews or post testimonials about their 
experiences with the product, service, or business that is the subject 
of the review or testimonial.'' By ``generalized solicitations,'' the 
Commission means to exempt from Sec.  465.2(b) and (c) solicitations 
sent to large groups of customers, such as those who purchased a 
particular item or who became customers during a given time period, 
where specific customers are not chosen based on the likelihood that 
they will express a particular sentiment. In contrast, solicitations 
made only to customers whom the business believes to be happy customers 
would not be ``generalized solicitations'' and would therefore be 
subject to Sec.  465.2(b) and (c).
    As the Commission said in the NPRM, Sec.  465.2 does not ``apply to 
any reviews that a platform simply publishes and that it did not 
purchase.'' In other words, the Commission did not intend for Sec.  
465.2 to apply to platforms that simply host third-party content and 
does not believe that the section can be interpreted otherwise. 
Nonetheless, numerous commenters expressed concern over whether the 
section covered the mere hosting of third-party content.\246\ A number 
of industry commenters and an individual commenter asked the Commission 
to expressly exempt those who host consumer reviews created by a third 
party.\247\ Three industry comments asked the Commission to create a 
safe harbor for review hosting when the company has reasonable 
processes in place to identify and remove fake reviews.\248\ Consistent 
with its statement in the NPRM, the Commission is adding Sec.  
465.2(d)(2) to provide an explicit exemption for ``merely engaging in 
consumer review hosting'' from the scope of Sec.  465.2(b) and (c).
---------------------------------------------------------------------------

    \246\ One industry commenter expressed a general concern that 
was not tied to a specific provision ``that the Proposed Rule 
imposes liability on companies for the dissemination and/or display 
of fake reviews that clashes with Section 230 of the Communications 
Decency Act.'' TechNet Cmt. at 3. As discussed below, the Commission 
is including exemptions for mere consumer review hosting in 
Sec. Sec.  465.2 and 465.5. See infra section IV.B.5 of this 
document.
    \247\ See, e.g., NRF Cmt. at 5-6; IAB Cmt. at 6; Amazon Cmt. at 
7-9; CCIA Cmt. at 3; Abbott Cmt.
    \248\ TechNet Cmt. at 2; IAB Cmt. at 5; NRF Cmt. at 7. A trade 
association also requested a ``safe harbor'' but did not tie it to 
any specific provision of the proposed rule. NADA Cmt. at 4.
---------------------------------------------------------------------------

    A trade association noted that, in the ``case of reviews being 
shared between retailers and third-party platforms,'' ``it would be 
unfair to immunize the search platform from liability for the review 
shared by the retailer, but not to immunize the retailer for the review 
created by the potential bad actor.'' \249\ However, a retailer or 
other entity will not be liable for sharing consumer reviews unless it 
would have been liable for displaying those same reviews on its own 
website.
---------------------------------------------------------------------------

    \249\ NRF Cmt. at 6.
---------------------------------------------------------------------------

    Two comments raised the issue of hosting both reviews and 
testimonials. A trade association commenter expressed concern that the 
Commission should ``avoid sweeping in companies such as online 
retailers that host consumer reviews and testimonials and engage in 
activities such as organizing, moderating, aggregating, and prompting 
the submission of reviews and testimonials.'' \250\ Another trade 
association made a very similar comment and ``urge[d] the FTC to 
confirm that liability under this section would require the company to 
do more than host reviews/testimonials.'' \251\ As for reviews, Sec.  
465.2 will not prohibit an online business that hosts reviews from 
prompting the submission of reviews from the general public or from 
organizing, moderating, or aggregating them. Nonetheless, certain 
unfair or deceptive conduct that involves prompting the submission of 
reviews or moderation could violate Sec.  465.4 or Sec.  465.7(b), 
respectively.\252\ As for testimonials, it is unclear what hosting 
scenarios the commenters are contemplating. The Commission is not 
adding an exemption for ``merely hosting testimonials'' because there 
is no provision in the rule that applies to testimonial hosting because 
testimonials are, by definition, advertising or promotional messages. A 
business that puts testimonials on its own website is ``disseminating'' 
them and is not merely ``hosting'' them. When such testimonials are 
fake or false, the business should face potential liability under this 
paragraph. On the other hand, a business that has on its website a 
community forum in which consumers can comment about the business and 
the products or services it sells could be merely hosting the community 
forum. A comment in the community forum touting one of the business's 
products, which was posted by a consumer who was not incentivized to do 
so and who has no other connection to the company, is not a testimonial 
in the first place, so it would not fall under Sec.  465.2(b). The same 
analysis would apply to a business that hosted a section on its website

[[Page 68052]]

where consumers could answer questions posed by other consumers.
---------------------------------------------------------------------------

    \250\ IAB Cmt. at 4.
    \251\ ANA Cmt. at 12-13.
    \252\ Prompting the submission of consumer reviews that must be 
positive in order to obtain an incentive could violate Sec.  465.4. 
Moderation of consumer reviews that results in the suppression of 
some of them based upon their ratings or their negative sentiment 
could violate Sec.  465.7(b).
---------------------------------------------------------------------------

    A business organization commenter said the Commission should ``make 
clear [that] Section 465.2 does not apply to platforms or retailers 
that display ratings even if they prompt review submissions or 
aggregate star ratings of submitted reviews.'' \253\ Paragraphs (b) and 
(c) of Sec.  465.2 do not apply to mere consumer review hosting, even 
if the business prompts review submissions or aggregates star ratings.
---------------------------------------------------------------------------

    \253\ Chamber of Commerce Cmt. at 4.
---------------------------------------------------------------------------

    The commenter continued by saying that ``the Commission must 
clearly indicate that the Rule provision would not apply to any website 
displaying a consumer review or testimonial that they did not purchase 
or procure,'' arguing that ``Section 230 [of the Communications Decency 
Act] . . . broadly immunizes providers of an interactive computer 
service from liability for presenting third party content.'' \254\ If a 
business creates fake or false reviews or testimonials and displays 
them on its website, it is not presenting third-party content. It could 
be liable for such reviews or testimonials under Sec.  465.2(a). The 
commenter made a similar argument with respect to the applicability of 
Sec.  465.2(b) to a website that displays a fake or false testimonial 
and thus causes its dissemination.\255\ Section 465.2(b) does apply if 
such testimonials are about the business or one of the products or 
services it sells. Such testimonials are advertising, not third-party 
content covered by section 230 of the Communications Decency Act (47 
U.S.C. 230).
---------------------------------------------------------------------------

    \254\ Id.
    \255\ Id.
---------------------------------------------------------------------------

6. Knowledge Standard
    Like proposed Sec.  465.2(b) and (c), final Sec.  465.2(b) and (c) 
are limited to situations in which businesses ``knew or should have 
known'' that they were engaging in the conduct that was prohibited. 
Commenters had varied reactions to this standard, with some finding it 
appropriate, others finding it too high, and others finding it too low.
    A corporate commenter noted that, for the purpose of Sec.  465.2(b) 
and (c), ```[s]hould have known' needs to be the standard.'' \256\ 
Similarly, an individual commenter recommended that the FTC adopt the 
``knew or should have known'' standard for purposes of Sec.  465.2(b) 
and (c):
---------------------------------------------------------------------------

    \256\ Transparency Company Cmt. at 11.

because it: (1) sufficiently effectuates consumers' shared interest 
in reducing the prevalence of unfair or deceptive online consumer 
reviews and testimonials, (2) avoids unfairly imposing liability on 
unwitting, blameless business transgressors, and (3) conveniently 
aligns with the FTC's existing ``has good reason to believe'' 
standard for similar purpose of application of FTC Act Section 5 to 
the use of endorsements and testimonials in advertising.\257\
---------------------------------------------------------------------------

    \257\ Poole Cmt. at 2.

    However, several commenters objected to the imposition of civil 
penalties based upon a ``should have known'' standard, believing that 
standard would be too onerous.\258\ For example, an industry 
organization said that proposed Sec.  465.2(b) and (c) are 
``problematic because [they] place[ ] the onus on the business to have 
knowledge of the author's state of mind as to whether their actual 
experience was expressed. . . , an impossible task for anyone but the'' 
author.\259\ The industry organization also claimed that the risk of a 
civil penalty will ``likely . . . compel businesses to drastically 
limit the consumer reviews or testimonials they seek out or even allow 
on their websites.'' \260\ Under section 5(m)(1)(A) of the FTC Act, 15 
U.S.C. 45(m)(1)(A), however, the Commission can seek civil penalties 
for a rule violation only by showing that a defendant had ``actual 
knowledge or knowledge fairly implied on the basis of objective 
circumstances that such act is unfair or deceptive and is prohibited by 
such rule'' (hereinafter shortened to ``actual knowledge or knowledge 
fairly implied''). A lower knowledge standard in a Commission rule--
such as the ``knew or should have known'' standard found within certain 
sections of the proposed rule--does not override the higher standard 
found in section 5(m)(1)(A) of the FTC Act. The Commission has not 
suggested otherwise in the course of this rulemaking.
---------------------------------------------------------------------------

    \258\ IAB Cmt. at 5-6; NRF Cmt. at 2-5; NADA Cmt. at 3-4; 
Chamber of Commerce Cmt. at 2-3; TechNet Cmt. at 2.
    \259\ TechNet Cmt. at 2.
    \260\ Id.
---------------------------------------------------------------------------

    Other commenters objected similarly, saying that ``knew or should 
have known'' is too low as a knowledge threshold and that the standard 
should be actual knowledge, but did not tie their concerns to the 
imposition of civil penalties.\261\ For example, some of the comments 
expressing concern about a ``knew or should have known'' standard 
appeared to focus primarily on the standard's supposed applicability 
to, and harsh impact on, websites hosting reviews.\262\ As another 
example, a trade association commenter recommended ``that the 
Commission define `knew,' as used in . . . Sec.  465.2, as `having 
actual knowledge,' and remove the `should have known' language.'' \263\
---------------------------------------------------------------------------

    \261\ Amazon Cmt. at 8; ANA Cmt. at 13; Trustpilot Cmt. at 5, 8; 
NRF Cmt at 3; Family First Life Cmt. at 5-8.
    \262\ Amazon Cmt. at 7-8; ANA Cmt. at 12-13; NRF Cmt. at 2-5. 
One trade association commenter disagreed, asserting that the ``knew 
or should have known'' standard the Commission proposed for Sec.  
465.2 will ``not unduly burden review platforms.'' Travel Tech Cmt. 
at 4.
    \263\ NRF Cmt. at 3.
---------------------------------------------------------------------------

    Additionally, two commenters advocated for a standard higher than 
``should have known'' but lower than actual knowledge. With respect to 
activities such as ``purchasing'' a review, they said that businesses 
should be held responsible for ensuring the reviews are authentic but 
recommended a ``knew or consciously avoided'' standard.\264\ One of the 
commenters asserted that the proposed ``should have known'' standard 
``is vague and does not provide adequate specificity about the sorts of 
actions businesses should take to ensure that they will not be held 
liable for not detecting that a review they purchased was fake.'' \265\ 
The commenter said a ``consciously avoided'' knowing standard would 
allow for liability when a business takes no steps to respond to 
receiving repeated complaints raising red flags about the authenticity 
of a particular purchased review.\266\
---------------------------------------------------------------------------

    \264\ Amazon Cmt. at 9; IAB Cmt. at 5.
    \265\ Amazon Cmt. at 9.
    \266\ Id.
---------------------------------------------------------------------------

    As part of the NPRM, the Commission also inquired whether, instead 
of the ``should have known'' standard, the Commission should adopt a 
``knew or could have known'' standard. Only two commenters addressed 
that proposed standard. An individual commenter said that such a 
standard would ``ambiguously expand the proposed Rule's prosecutorial 
scope and possibly open unsuspecting businesses to financial penalties 
for violations they had no inkling of having committed in the moment.'' 
\267\ Another individual commenter, who incorrectly thought the 
proposed rule provided a private right of action, said that such a 
standard ``provides scienter never used in consumer law'' and the 
``courts could potentially become overwhelmed with an influx of 
claims.'' \268\
---------------------------------------------------------------------------

    \267\ Poole Cmt. on at 1.
    \268\ Albert Cmt. at 3.
---------------------------------------------------------------------------

    Other commenters advocated for a lower standard than ``knew or 
should have known.'' An individual commenter did not think that ``knew 
or should have known'' was appropriate because it would make it ``very 
difficult to prove'' violations and recommended that the Commission 
require ``businesses to be able to show they used reasonable

[[Page 68053]]

diligence through policies and procedures to prove that the[ ] reviews 
are legitimate.'' \269\ A consumer organization said in its comment 
that ``there is no need for a knowledge or intent requirement under 
this Rule'' as ``Section 5 of the FTC Act does not otherwise require 
the Commission to prove knowledge or intent when enforcing against 
entities engaging in deceptive practices.'' \270\ It continued that 
``the Commission can and should consider knowledge and intent in 
deciding the equities of bringing any enforcement action.'' \271\
---------------------------------------------------------------------------

    \269\ Annie Horgan, Cmt. on NPRM at 1-2 (Sept. 22, 2023), 
<a href="https://www.regulations.gov/comment/FTC-2023-0047-0058">https://www.regulations.gov/comment/FTC-2023-0047-0058</a>.
    \270\ Consumer Reports Cmt. at 4.
    \271\ Id. at 4-5. An individual commenter disagreed, stating 
that ``the complete removal of a knowledge requirement in favor of a 
strict liability approach would almost guarantee situations of 
unwarranted punishment under the proposed rule.'' Poole Cmt. at 3.
---------------------------------------------------------------------------

    After reviewing and considering the comments received, the 
Commission believes that the most appropriate standard for imposing 
liability under Sec.  465.2(b) and (c) is the ``knew or should have 
known standard.'' As discussed above,\272\ those paragraphs were not 
intended to apply to consumer review hosting and Sec.  465.2(d)(2) now 
contains an explicit exemption for consumer review hosting.\273\ Thus, 
the ``knew or should have known'' language in Sec.  465.2(b) and (c) 
will not have a harsh impact on review platforms, as some of the 
commenters suggested. Eliminating the knowledge standard altogether, 
however, may indeed have an overly harsh impact on businesses in some 
circumstances, and the idea garnered almost no public support. For 
example, it would be unreasonable to hold a company liable for 
publishing a testimonial when it had no reason to know that the 
testimonial misrepresented the testimonialist's experience. The 
Commission sees no reason why the standard should be higher than ``knew 
or should have known.'' The ``knew or should have known'' standard--
which the Commission has used in other rules \274\--thus best achieves 
the appropriate, equitable balance between protecting consumers and 
holding marketers accountable for deceptive conduct while not overly 
burdening marketers that engage in the responsible use of reviews and 
testimonials.
---------------------------------------------------------------------------

    \272\ See supra section IV.B.5. of this document.
    \273\ The final rule would therefore not require a business that 
is merely hosting consumer reviews on its platform to prove that the 
reviews it is hosting are legitimate.
    \274\ Other Commission rule provisions with a ``knew or had 
reason to know'' requirement include Sec.  460.8 of Labeling and 
Advertising of Home Insulation (commonly known as the R-Value Rule), 
which prohibits non-manufacturers of home insulation from relying on 
R-value data provided by the manufacturer if they ``know or should 
know'' the data is false or not based on proper tests. 16 CFR 460.8; 
see also 16 CFR 460.19(e) (non-manufacturers are liable only if they 
``know or should know that the manufacturer does not have a 
reasonable basis for the claim''); 16 CFR 436.7(d) (franchise 
sellers must notify prospective franchisees of any material changes 
``that the seller knows or should have known occurred'').
---------------------------------------------------------------------------

    Two trade associations' comments said that if ``the Commission . . 
. imposes a `should have known' standard, the Commission must provide 
greater clarity about what sorts of indicators of inauthenticity would 
provide companies with sufficient notice to trigger liability.\275\ 
They both said, ``Without that guidance and faced with the risk of 
significant civil penalty exposure for failing to stop the actions of 
undiscovered third parties, many businesses would likely be deterred 
from using consumer reviews or testimonials at all.'' \276\ The 
Commission has already addressed the knowledge standard found in 
section 5(m)(1)(A), which applies to the imposition of civil penalties. 
In the discussion of Sec.  465.2(b) and (c) below, the Commission 
provides further guidance as to what is intended by ``knew or should 
have known.''
---------------------------------------------------------------------------

    \275\ IAB Cmt. at 5-6; ANA Cmt. at 13. An individual commenter 
said that the Commission should ``provide some clear and objective 
criteria or indicators for identifying fake reviews, such as the use 
of bots, scripts, templates, or multiple accounts, or the lack of 
verifiable purchase or experience, or the inconsistency with other 
reviews or information'' and this ``would help businesses and 
consumers to distinguish between genuine and fake reviews.'' 
Ravnitzky Cmt. at 1.
    \276\ IAB Cmt. at 5-6; ANA Cmt. at 13. As explained above, these 
concerns are unwarranted given that the ``should have known'' 
standard has no bearing here on the imposition of civil penalties, 
for which the Commission must prove that a defendant met the higher 
knowledge standard of section 5(m)(1)(A) of the FTC Act.
---------------------------------------------------------------------------

    Several other commenters discussed general views about the 
application of the ``knew or should have known'' standard. For example, 
an individual commenter said that ``[a] business cannot always 
reasonably know that a testimonial contains testimony that is fake or 
false, if the influencer expresses to them that it is true.'' \277\ The 
Commission agrees with this assertion.
---------------------------------------------------------------------------

    \277\ Taylor V, Cmt. on NPRM at 2 (Sept. 22, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0062">https://www.regulations.gov/comment/FTC-2023-0047-0062</a> (``Taylor V. Cmt.'').
---------------------------------------------------------------------------

    A comment from a public interest research center said that the 
``lack of an adequate endorser oversight program should be a per se 
violation of the `know or should have known' standard as that is 
tantamount to the company deliberately avoiding knowing.'' \278\ A 
consumer organization commenter said that the following actions should 
be considered knowledge that a review is fake or false: ``failure to 
meaningfully police'' for suspicious review activity, ``inducements to 
provide reviews without clearly instructing the reviewer to clearly 
disclose material conflicts,'' ``materially incentivizing reviews where 
it's impossible to convey material conflicts (e.g., providing a five-
star review with no accompanying narrative on TripAdvisor),'' and 
``failure to take meaningful steps to confirm the existence of the 
purported celebrity or meaningfully document the celebrity's purported 
experience with the product or service.'' \279\ The Commission 
encourages businesses to have endorser oversight programs, and whether 
a company has and follows such a program could impact the exercise of 
prosecutorial discretion. The Commission does not intend, however, for 
companies to be liable under this section of the rule based merely on 
the absence of an oversight program or on these other suggested bases.
---------------------------------------------------------------------------

    \278\ EPIC Cmt. at 3.
    \279\ Consumer Reports Cmt. at 5.
---------------------------------------------------------------------------

    A corporate commenter said that ``how a business `should have 
known' that a reviewer does not exist is not apparent,'' and posited 
that, under a ``should have known'' standard, ``perhaps [a] business 
may be under a duty to reach out to the reviewer, but it is unclear how 
many resources the business must expend to attempt to contact the 
reviewer.'' \280\ First, as noted, Sec.  465.2(d)(2) exempts businesses 
merely engaging in consumer review hosting from Sec.  465.2(b) and (c). 
Another key limitation here is the exemption for generalized 
solicitations under Sec.  465.2(d)(1). That exemption means that 
businesses can send such solicitations to their customers without 
creating any investigative obligation for resulting reviews under Sec.  
465.2(b) or (c), even if such reviews have been ``purchased.'' \281\
---------------------------------------------------------------------------

    \280\ Family First Life Cmt. at 6.
    \281\ Paying for or giving other incentives in exchange for 
consumer reviews expressing a particular sentiment regarding the 
product, service, or business that is the subject of the review 
would violate Sec.  465.4 of the rule.
---------------------------------------------------------------------------

    With respect to ``purchased'' reviews under Sec.  465.2(b)the 
rule's ``knew or should have known'' standard does not impose a general 
duty to reach out to the reviewers or investigate whether each 
resulting review is fake or false. While each case will depend on its 
specific facts, it is possible that a business may possess clear 
indications that purchased reviews are likely to be fake or false, in 
which case a failure to investigate further may trigger liability under 
the ``should have known''

[[Page 68054]]

standard. For example, a business that hires a third party to provide 
free samples of its products to consumers in order to generate reviews, 
without more, may have no reason to investigate the resulting reviews. 
However, a business may be on notice that the resulting reviews are 
likely fake or false if they are submitted too quickly after purchase 
or many of them are submitted in a very short period of time or refer 
to the wrong product. As for Sec.  465.2(c), which applies only to 
reviews by insiders, a possible reason for knowing that such reviews 
are likely fake or false could be that an insider sent emails to a 
manager over time that together showed that the insider was using 
multiple accounts to submit reviews to the same website.
    A company that is in the business of identifying fake consumer 
reviews described ways that a business purchasing or procuring a 
consumer review should know that the review is fake or false. These 
indications include the named reviewer not being a customer, the 
content of the review being vague or odd, many reviews arriving at 
once, and the use of unnatural language or ``keyword stuffing.'' \282\ 
A review platform commenter gave similar ways that a business could 
identify fake reviews, such as ``the review text describes a product or 
service that is not offered by the business, the review clearly 
references the wrong business name, or perhaps if a review . . . 
acknowledges that the reviewer has never shopped there.'' \283\ 
Although, as previously stated, each case depends on its specific 
facts, these various indications may indeed suggest that one or more 
purchased or insider reviews are likely fake or false, in which case a 
failure to reasonably investigate them may trigger liability under the 
``should have known'' standard.
---------------------------------------------------------------------------

    \282\ Transparency Company Cmt. at 11.
    \283\ Trustpilot Cmt. at 10.
---------------------------------------------------------------------------

    With respect to testimonials, there may be red flags that should 
indicate to a business that a testimonial is likely fake or false, and, 
thereby, would serve as indicia of the fact that the business should 
have known that the testimonials that it disseminated were fake or 
false. For example, the Commission alleged that Google asked 
iHeartMedia, Inc. radio personalities to record product testimonials 
for a smartphone using a standard script written for Google and refused 
to provide the radio personalities with the product when 
requested.\284\ If a business provides the text for a testimonial, it 
should have a reasonable basis to conclude, based on inquiry or 
otherwise, that the text is truthful for the testimonialist. A 
testimonialist asking for the product should cause a business to 
question whether the testimonialist used the product. If a business 
knows that a testimonialist is using a competing product, it should 
inquire into whether a testimonial for its own product is truthful. For 
example, a business should investigate whether a celebrity testimonial 
for its new smartphone is false if the testimonial claims the celebrity 
exclusively uses the smartphone, but the social media post containing 
the testimonial indicates that the celebrity posted it using a 
competing smartphone brand.
---------------------------------------------------------------------------

    \284\ Complaint at 2-5, In re Google, LLC, Nos. C-4783 and C-
4784 (F.T.C. Feb. 8, 2023).
---------------------------------------------------------------------------

    A review platform said in its comment that, ``if procuring fake 
reviews is the action of a single, rogue employee trying to help the 
business they work for, on a practical level it may be difficult for a 
business to have knowledge of'' it.\285\ The commenter suggested that 
the Commission consider ``whether it is in fact disproportionate for 
knowledge and liability to be attributed to a business because of the 
actions of a well-intentioned rogue employee.'' \286\ Whether a 
business will be held responsible under the rule for a rogue employee 
under a ``knew or should have known'' standard will be a fact-intensive 
inquiry. While a business may not be aware of every employee's 
activities, it should be pay attention to red flags. Assuming that the 
facts are such that the business should have known of the rogue 
employee's actions, whether the business would also be subject to civil 
penalties would depend on whether a court finds that the business met 
the actual knowledge or knowledge fairly implied standard of section 
5(m)(1)(A) of the FTC Act.
---------------------------------------------------------------------------

    \285\ Trustpilot Cmt. at 9-10.
    \286\ Id.
---------------------------------------------------------------------------

7. Other Proposals
    Some commenters suggested that the Commission impose additional 
requirements. Many commenters suggested that third-party platforms 
featuring reviews should be held responsible for certain conduct, such 
as for: failing to report businesses that they suspect are posting fake 
reviews,\287\ the ``lack of identification verifications,'' \288\ not 
posting notices reminding consumers that there is no guarantee of the 
veracity or accuracy of customer reviews,\289\ engaging in review 
``manipulation'' for advertising purposes,\290\ failing to disclose 
publicly certain information about posted reviews,\291\ or failing to 
employ reasonable measures to root out fraud and deceptive 
reviews.\292\ A review platform suggested imposing requirements on 
social media companies and internet service providers to address the 
sale of fake reviews,\293\ and a trade association proposed that the 
Commission require reviewers to identify themselves and that social 
media sites hosting reviews verify reviewers' identities.\294\ As 
explained above, the Commission's intent from the outset of this 
rulemaking was to focus on clearly unfair or deceptive conduct 
involving reviews and testimonials. This intent is reflected in, as 
explained above, the addition of a definition of the term ``consumer 
review hosting'' and the explicit exclusion of such mere hosting from 
the coverage of certain rule provisions. This focus should not be taken 
to signal that third-party platforms do not bear significant 
responsibility for combatting fake reviews.
---------------------------------------------------------------------------

    \287\ Anonymous 3 Cmt.
    \288\ Foster Cmt. at 2.
    \289\ Frieling Cmt. at 2; see also Anonymous 6, Cmt. on NPRM 
(Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0082">https://www.regulations.gov/comment/FTC-2023-0047-0082</a>.
    \290\ Wilhelmina Randtke, Cmt. on NPRM at 1 (Sept. 26, 2023), 
<a href="https://www.regulations.gov/comment/FTC-2023-0047-0068">https://www.regulations.gov/comment/FTC-2023-0047-0068</a>.
    \291\ Fake Review Watch Cmt. at 2-3.
    \292\ Consumer Reports Cmt. at 3.
    \293\ Trustpilot Cmt. at 3, 7.
    \294\ ADA Cmt. at 2.
---------------------------------------------------------------------------

    An individual commenter recommended ``requir[ing] proof of purchase 
of [a] product for a consumer to leave a review.'' \295\ Another 
individual commenter would have the Commission hold businesses that 
recruit, direct, and compensate influencers responsible for the 
influencers' false or fake testimonials.\296\ A third commenter asked 
that the Commission ``ensure there is a way for anyone who is believed 
to have violated reviewing policies [to have] a chance to reinstate 
their ability to leave

[[Page 68055]]

reviews.'' \297\ A consumer organization recommended making clear that 
``it is a deceptive practice to aggregate fake reviews in a product's 
consumer rating'' and that ``reviews requiring a disclosure should not 
be included in a product's rating.'' \298\ The Commission appreciates 
these additional suggestions but declines to add any of them to the 
rule. The suggestions are beyond the scope of the rulemaking, which 
focuses instead on those responsible for clearly unfair or deceptive 
acts or practices regarding reviews and testimonials, and which is 
limited to those acts or practices for which the Commission has 
evidence of prevalence.
---------------------------------------------------------------------------

    \295\ Albert Cmt. at 4; see also Yanni Kakouris, Cmt. on NPRM at 
1, 3 (Sept. 22, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0055">https://www.regulations.gov/comment/FTC-2023-0047-0055</a>. The commenter also expressed concerns that ``violators 
are too difficult to track,'' asserted that civil penalties would 
somehow deter consumers from posting honest, negative comments about 
a business, and misunderstood the purpose and use of civil 
penalties, thinking that a large portion of civil penalties would go 
to businesses maligned by false comments. Id. at 1-2. A review 
platform commenter said that the proposed rule ``upholds legitimate 
consumer speech by ensuring that, `proposed Sec.  465.2 does not 
limit legitimate reviews to reviews by purchasers or verified 
purchasers' '' and ``by preserving anonymous reviews.'' Tripadvisor 
LLC, Cmt. on NPRM at 4-5 (Sept. 29, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0092">https://www.regulations.gov/comment/FTC-2023-0047-0092</a> (``Tripadvisor 
Cmt.'').
    \296\ Taylor V. Cmt. at 2.
    \297\ Osburn Cmt.
    \298\ TINA Cmt. at 6.
---------------------------------------------------------------------------

    In response to other commenters suggesting that the Commission 
impose liability on review sites and online retailers, a trade 
association asked the Commission to make clear that sections 5 and 18 
of the FTC Act contain no express authorization for assisting-and-
facilitating liability.\299\ As this legal issue goes beyond, the 
context of this rulemaking, the Commission declines to address it here.
---------------------------------------------------------------------------

    \299\ Chamber of Commerce Cmt. at 2.
---------------------------------------------------------------------------

C. Sec.  465.3--Consumer Review or Testimonial Reuse or Repurposing

    Proposed Sec.  465.3 sought to address a business using or 
repurposing a consumer review written or created for one product so 
that it appears to have been written or created for a substantially 
different product. It also sought to cover businesses that caused such 
use or repurposing.
    The Commission received varied comments, both supportive and 
critical, about this provision.\300\ As described above, some 
commenters also raised concerns about the definition of ``substantially 
different product,'' a term that appeared only in this provision and is 
key to determining the circumstances in which the provision would 
apply; one of those commenters proposed a disputed issue of material 
fact related to that definition.\301\ The Commission would need to 
address those concerns before finalizing the provision. As it is not 
able to resolve those concerns on the current rulemaking record, the 
Commission has decided not to finalize the provision. If the Commission 
chooses later to engage in further rulemaking regarding the provision, 
it will address the comments at that time.
---------------------------------------------------------------------------

    \300\ See, e.g., IAB Cmt. at 7-8; ANA Cmt. at 14; Chamber of 
Commerce Cmt. at 5-6; Trustpilot Cmt. at 10; Consumer Reports Cmt. 
at 5-6; Amazon Cmt. at 10; CCIA Cmt. at 3; NRF Cmt. at 7-8; 
Ravnitzky Cmt. at 2.
    \301\ See supra sections I.C. and IV.A.2.j of this document.
---------------------------------------------------------------------------

D. Sec.  465.4--Buying Positive or Negative Consumer Reviews

    Proposed Sec.  465.4 sought to address businesses providing 
``compensation or other incentives in exchange for, or conditioned on, 
the writing or creation of consumer reviews expressing a particular 
sentiment, whether positive or negative, regarding the product, 
service, or business that is the subject of the review.'' Based on the 
following, the Commission has decided to finalize this provision with 
two modifications.\302\
---------------------------------------------------------------------------

    \302\ One minor modification is changing ``Rule'' to ``part.''
---------------------------------------------------------------------------

    Comments from a retailer and a trade association expressed that 
they found the section important and useful. The retailer said, ``This 
section is important to ensure that the rule covers bad actors that 
seek inauthentic reviews reflecting a particular predetermined 
sentiment.'' \303\ The trade association wrote, ``Providing 
compensation in exchange for reviews that must reflect a particular 
sentiment is a deceptive practice,'' and expressed support for ``the 
Commission's goal of targeting and eliminating this practice.'' \304\
---------------------------------------------------------------------------

    \303\ Amazon Cmt. at 6.
    \304\ IAB Cmt. at 8.
---------------------------------------------------------------------------

    Three individual commenters mistakenly thought that proposed Sec.  
465.4 banned paid or incentivized customer reviews and were opposed to 
such a ban. One of them said the proposed provision would ``ban reviews 
which are made by those who have been provided an item,'' that 
``[g]enerally the writer includes a list of sponsors on, or within, 
their blog/website,'' and that ``[i]f such sponsorship relationships 
are eliminated . . ., the ability of writers to review a variety of 
items will disappear.'' \305\ The second one wrote, ``Section 465.4 of 
the proposed rule prohibits the incentivization of or compensation on 
for the creation of consumer reviews or testimonials. . . . [I]t is 
unnecessarily restrictive.'' \306\ The third commenter did not support 
the provision ``forbidding paying for reviews'' because the practice 
``does not . . . deceive the public unless the paid review service 
dictates that the review must be positive.'' \307\ These commenters 
misunderstand the nature of Sec.  465.4. First, Sec.  465.4 does not 
apply to testimonials, only to consumer reviews, and then only to 
reviews that appear on a website or portion of a website dedicated to 
receiving and displaying such reviews. A blogger's ``review'' is not 
considered a consumer review for purposes of the rule; if such a review 
was incentivized, it would be considered a testimonial. Second, Sec.  
465.4 does not prohibit paid or incentivized consumer reviews. It only 
prohibits paid or incentivized consumer reviews when the business 
soliciting the review provides compensation or an incentive in exchange 
for a review expressing a particular sentiment.
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    \305\ Alex Rooker, Cmt. on NPRM (Aug. 15, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0019">https://www.regulations.gov/comment/FTC-2023-0047-0019</a>.
    \306\ Frieling Cmt. at 2.
    \307\ Anonymous 7, Cmt. on NPRM (Aug. 15, 2023), <a href="https://www.regulations.gov/comment/FTC-2023-0047-0021">https://www.regulations.gov/comment/FTC-2023-0047-0021</a>.
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    In Question 12 of the NPRM, the Commission asked whether the 
prohibition in Sec.  465.4 should ``distinguish in any way between an 
explicit and implied condition that a consumer review express a 
particular sentiment.'' \308\
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    \308\ NPRM, 87 FR 49389.
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    A business commenter responded, ``Real consumers' reviews often 
contain multiple sentiments on what businesses did right and what they 
did wrong. This is helpful.'' \309\ The meaning of this comment is 
unclear.
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    \309\ Transparency Company Cmt. at 12.
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    Another business commenter responded to Question 12 of the NPRM by 
stating that Sec.  465.4 ``should unequivocally prohibit explicit 
conditions only,'' because this would ``provide[ ] a clear standard for 
businesses and reviewers to foll

[…truncated; see source link]
Indexed from Federal Register on August 22, 2024.

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