Rule2025-05904

Children's Online Privacy Protection Rule

Primary source

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Published
April 22, 2025
Effective
June 23, 2025

Issuing agencies

Federal Trade Commission

Abstract

The Federal Trade Commission amends the Children's Online Privacy Protection Rule (the "Rule"), consistent with the requirements of the Children's Online Privacy Protection Act. The amendments to the Rule, which are based on the FTC's review of public comments and its enforcement experience, include one new definition and modifications to several others, as well as updates to key provisions to respond to changes in technology and online practices. The amendments are intended to strengthen protection of personal information collected from children, and, where appropriate, to clarify and streamline the Rule since it was last amended in January 2013.

Full Text

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<title>Federal Register, Volume 90 Issue 76 (Tuesday, April 22, 2025)</title>
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[Federal Register Volume 90, Number 76 (Tuesday, April 22, 2025)]
[Rules and Regulations]
[Pages 16918-16983]
From the Federal Register Online via the Government Publishing Office [<a href="http://www.gpo.gov">www.gpo.gov</a>]
[FR Doc No: 2025-05904]



[[Page 16917]]

Vol. 90

Tuesday,

No. 76

April 22, 2025

Part II





Federal Trade Commission





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16 CFR Part 312





Children's Online Privacy Protection Rule; Final Rule

Federal Register / Vol. 90 , No. 76 / Tuesday, April 22, 2025 / Rules 
and Regulations

[[Page 16918]]


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FEDERAL TRADE COMMISSION

16 CFR Part 312

RIN 3084-AB20


Children's Online Privacy Protection Rule

AGENCY: Federal Trade Commission.

ACTION: Final rule amendments.

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SUMMARY: The Federal Trade Commission amends the Children's Online 
Privacy Protection Rule (the ``Rule''), consistent with the 
requirements of the Children's Online Privacy Protection Act. The 
amendments to the Rule, which are based on the FTC's review of public 
comments and its enforcement experience, include one new definition and 
modifications to several others, as well as updates to key provisions 
to respond to changes in technology and online practices. The 
amendments are intended to strengthen protection of personal 
information collected from children, and, where appropriate, to clarify 
and streamline the Rule since it was last amended in January 2013.

DATES: 
    Effective date: The amended Rule is effective June 23, 2025.
    Compliance date: Except with respect to Sec.  312.11(d)(1), (d)(4), 
and (g), regulated entities have until April 22, 2026 to comply.

ADDRESSES: The complete public record of this proceeding will be 
available at <a href="http://www.ftc.gov">www.ftc.gov</a>.

FOR FURTHER INFORMATION CONTACT: James Trilling, Attorney, (202) 326-
3497; Manmeet Dhindsa, Attorney, (202) 326-2877; Elizabeth Averill, 
Attorney, (202) 326-2993; Andy Hasty, Attorney, (202) 326-2861; or 
Genevieve Bonan, Attorney, (202) 326-3139, Division of Privacy and 
Identity Protection, Bureau of Consumer Protection, Federal Trade 
Commission, 600 Pennsylvania Avenue NW, Washington, DC 20580.

Statement of Basis and Purpose

I. Overview and Background

A. Overview

    This document states the basis and purpose for the Federal Trade 
Commission's (``Commission'' or ``FTC'') decision to adopt certain 
amendments to the Children's Online Privacy Protection Rule that were 
proposed and published for public comment on January 11, 2024, in a 
notice of proposed rulemaking (``2024 NPRM'').\1\ After careful review 
and consideration of the entire rulemaking record, including public 
comments submitted by interested parties, and based upon its 
enforcement experience, the Commission has determined to adopt 
amendments to the Children's Online Privacy Protection Rule, 16 CFR 312 
(``COPPA Rule'' or ``Rule''). These amendments will update and clarify 
the COPPA Rule, consistent with the requirements of the Children's 
Online Privacy Protection Act (``COPPA'' or ``COPPA statute''), 15 
U.S.C. 6501 et seq., to protect children's personal information and 
give parents control over their children's personal information.
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    \1\ Children's Online Privacy Protection Rule, Notice of 
Proposed Rulemaking, 89 FR 2034 (Jan. 11, 2024), available at 
<a href="https://www.govinfo.gov/content/pkg/FR-2024-01-11/pdf/2023-28569.pdf">https://www.govinfo.gov/content/pkg/FR-2024-01-11/pdf/2023-28569.pdf</a>.
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    The final amendments to the COPPA Rule include a new definition for 
Mixed audience website or online service that is intended to provide 
greater clarity regarding an existing sub-category of child-directed 
websites and online services under the Rule. The final amendments also 
modify the definitions of Online contact information to include mobile 
telephone numbers; Personal information to include government-issued 
identifiers and biometric identifiers that can be used for the 
automated or semi-automated recognition of an individual; Support for 
the internal operations of the website or online service to clarify 
that information collected for the enumerated activities in the 
definition may be used or disclosed to carry out those activities; and 
Website or online service directed to children to provide some examples 
of evidence the Commission may consider in analyzing audience 
composition and intended audience, and to adjust the third paragraph to 
align with the new definition of Mixed audience website or online 
service. In addition, the Commission is modifying operators' 
obligations with respect to direct and online notices; information 
security, deletion, and retention protocols; and FTC-approved COPPA 
Safe Harbor programs' annual assessment, disclosure, and reporting 
requirements. The Commission is also adopting amendments related to 
parental consent requirements, methods of obtaining verifiable parental 
consent, and exceptions to the parental consent requirement. The 
Commission is replacing the term ``web site'' with ``website'' 
throughout the Rule and making other minor stylistic or grammatical 
changes to the Rule that the Commission proposed in the 2024 NPRM.
    In the 2024 NPRM, the Commission proposed a number of Rule 
modifications relating to educational technology (``ed tech''), 
including new definitions of School and School-authorized education 
purpose,\2\ as well as provisions governing collection of information 
from children in schools,\3\ and codifying a school authorization 
exception to obtaining verifiable parental consent.\4\ In Fall 2024, 
the United States Department of Education (``DOE'') affirmed its 
intention to propose amendments to the Family Educational Rights and 
Privacy Act (``FERPA'') regulations, 34 CFR 99, ``to update, clarify, 
and improve the current regulations by addressing outstanding policy 
issues, . . . and clarify[ ] provisions governing non-consensual 
disclosures of personally identifiable information from education 
records to third parties.'' \5\ These changes may be relevant to 
provisions of the COPPA Rule related to ed tech and school 
authorization that the Commission proposed in the 2024 NPRM. To avoid 
making amendments to the COPPA Rule that may conflict with potential 
amendments to DOE's FERPA regulations, the Commission is not finalizing 
the proposed amendments to the Rule related to ed tech and the role of 
schools at this time.\6\ The Commission will continue to enforce COPPA 
in the ed tech context consistent with its existing guidance.\7\
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    \2\ 89 FR 2034 at 2043-2044.
    \3\ Id. at 2053-2058, 2059.
    \4\ Id. The Commission also asked a question about what types of 
services should be considered to have an educational purpose. Id. at 
2071 (Question 16).
    \5\ Department of Education Fall 2024 Unified Agenda, RIN: 1875-
AA15, available at <a href="https://www.reginfo.gov/public/do/eAgendaViewRule?pubId=202410&RIN=1875-AA15">https://www.reginfo.gov/public/do/eAgendaViewRule?pubId=202410&RIN=1875-AA15</a>.
    \6\ This approach is consistent with that taken in a prior 
Commission rulemaking. See Energy Labeling Rule, Final rule, 87 FR 
61465, 61466 (Oct. 12, 2022), available at <a href="https://www.federalregister.gov/documents/2022/10/12/2022-22036/energy-labeling-rule">https://www.federalregister.gov/documents/2022/10/12/2022-22036/energy-labeling-rule</a> (``In response to comments, the Commission will wait 
to update television ranges until [the Department of Energy] 
completes proposed test procedure changes for those products.'').
    \7\ See Complying with COPPA: Frequently Asked Questions 
(``COPPA FAQs''), FAQ Section N, available at <a href="https://www.ftc.gov/business-guidance/resources/complying-coppa-frequently-asked-questions">https://www.ftc.gov/business-guidance/resources/complying-coppa-frequently-asked-questions</a>; FTC, Policy Statement of the Federal Trade Commission on 
Education Technology and the Children's Online Privacy Protection 
Act (May 19, 2022), available at <a href="https://www.ftc.gov/legal-library/browse/policy-statement-federal-trade-commission-education-technology-childrens-online-privacy-protection">https://www.ftc.gov/legal-library/browse/policy-statement-federal-trade-commission-education-technology-childrens-online-privacy-protection</a>. The Commission will 
monitor and weigh future developments with respect to DOE's 
potential FERPA regulation amendments in deciding whether to pursue 
COPPA Rule amendments related to ed tech.

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[[Page 16919]]

B. Background

    Congress enacted COPPA in 1998. On November 3, 1999, the Commission 
issued the COPPA Rule, which became effective on April 21, 2000.\8\ The 
COPPA Rule imposes certain requirements on operators of websites \9\ or 
online services directed to, or with actual knowledge of the collection 
of personal information from, children under 13 years of age 
(collectively, ``operators''). The Rule requires that operators provide 
direct and online notice to parents and obtain verifiable parental 
consent before collecting, using, or disclosing personal information 
from children under 13 years of age.\10\ Additionally, the Rule 
requires operators to provide parents the opportunity to review the 
types of personal information collected from their child, delete the 
collected information, and prevent further use or future collection of 
personal information from their child.\11\ The Rule requires operators 
to keep personal information they collect from children secure and to 
maintain effective data retention and deletion protocols for that 
information.\12\ The Rule prohibits operators from conditioning 
children's participation in activities on the collection of more 
personal information than is reasonably necessary to participate in 
such activities.\13\ The Rule also includes a ``safe harbor'' provision 
that allows industry groups or others to submit to the Commission for 
approval self-regulatory guidelines that implement the Rule's 
protections.\14\
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    \8\ Children's Online Privacy Protection Rule, Final rule, 64 FR 
59888 (Nov. 3, 1999), available at <a href="https://www.federalregister.gov/documents/1999/11/03/99-27740/childrens-online-privacy-protection-rule">https://www.federalregister.gov/documents/1999/11/03/99-27740/childrens-online-privacy-protection-rule</a>.
    \9\ See 89 FR 2034 at 2040 for discussion of the Commission's 
change from using the term ``website'' to ``website'' throughout the 
Rule.
    \10\ 16 CFR 312.3, 312.4, and 312.5.
    \11\ 16 CFR 312.3 and 312.6.
    \12\ 16 CFR 312.8 and 312.10.
    \13\ 16 CFR 312.7.
    \14\ 16 CFR 312.11.
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    In 2013, the Commission adopted changes to the COPPA Rule, 
consistent with the COPPA statute, in light of changing technology and 
business practices (``2013 Amendments'').\15\ Subsequent changes in how 
children utilize online services led the Commission to propose in 
January 2024, and now to finalize, further additional revisions to the 
COPPA Rule to enable COPPA to continue to meet its goal of protecting 
children online.
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    \15\ See Children's Online Privacy Protection Rule, Final Rule 
Amendments, 78 FR 3972 (Jan. 17, 2013), available at <a href="https://www.federalregister.gov/documents/2013/01/17/2012-31341/childrens-online-privacy-protection-rule">https://www.federalregister.gov/documents/2013/01/17/2012-31341/childrens-online-privacy-protection-rule</a>.
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    The Commission initiated the underlying review of the COPPA Rule in 
July 2019 when it published a document in the Federal Register seeking 
public comment about the Rule's application to the ed tech sector, 
voice-enabled connected devices, and general audience platforms that 
host third-party child-directed content (``2019 Rule Review 
Initiation'').\16\ In response to the 2019 Rule Review Initiation, the 
Commission received more than 175,000 comments from a variety of 
stakeholders, including industry representatives, content creators, 
consumer advocacy groups, academics, technologists, FTC-approved COPPA 
Safe Harbor programs, members of Congress, and other individual members 
of the public.
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    \16\ See Request for Public Comment on the Federal Trade 
Commission's Implementation of the Children's Online Privacy 
Protection Rule, 84 FR 35842 (July 25, 2019), available at <a href="https://www.federalregister.gov/documents/2019/07/25/2019-15754/request-for-public-comment-on-the-federal-trade-commissions-implementation-of-the-childrens-online">https://www.federalregister.gov/documents/2019/07/25/2019-15754/request-for-public-comment-on-the-federal-trade-commissions-implementation-of-the-childrens-online</a>.
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    Following consideration of these comments and other feedback 
received, the Commission issued the 2024 NPRM in the Federal Register 
on January 11, 2024.\17\ The Commission received 279 unique responsive 
comments.\18\ After carefully reviewing these additional comments, the 
Commission now announces this final amended COPPA Rule.
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    \17\ 89 FR 2034.
    \18\ Public comments filed in response to the 2024 NPRM are 
available at <a href="https://www.regulations.gov/docket/FTC-2024-0003/comments">https://www.regulations.gov/docket/FTC-2024-0003/comments</a>.
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II. Modifications to the Rule

A. Stylistic, Grammatical, and Punctuation Changes

    In the 2024 NPRM, the Commission proposed minor revisions to the 
Rule to address various stylistic, grammatical, and punctuation issues. 
The Commission proposed amending the Rule to change the term ``Web 
site'' to ``website'' throughout the Rule, noting that this better 
aligns with the COPPA statute's use of the term, as well as how the 
term is used in the marketplace.\19\ The Commission also proposed 
amending Sec.  312.1 of the Rule to adjust the location of a comma.\20\ 
The Commission proposed two technical fixes to Sec.  312.5(c)(6) that 
included adjusting Sec.  312.5(c)(6)(i) to ``protect the security or 
integrity of the website or online service'' and removing the word 
``be'' in Sec.  312.5(c)(6)(iv) to fix a typographical error in the 
current Rule.\21\ The Commission additionally proposed making a few 
edits in Sec.  312.12(b) to ensure that each reference to the support 
for the internal operations of the website or online service is 
consistent with the COPPA statute's use of the phrase ``support for the 
internal operations of the [website] or online service.'' \22\ The 
Commission did not receive any feedback from commenters regarding these 
minor changes and adopts them in the final Rule.\23\
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    \19\ 89 FR 2034 at 2040. The Statement of Basis and Purpose 
incorporates this change in all instances in which the current Rule 
uses the term ``Web site.''
    \20\ Id. at 2040.
    \21\ Id. at 2059 (emphasis added).
    \22\ Id. at 2064, 2076.
    \23\ Additionally, the final Rule will include in Sec.  
312.5(b)(viii), after ``Provided that,'' a comma that appears in the 
current Rule but was inadvertently omitted from the proposed Rule 
text in the 2024 NPRM. The final Rule will also include in Sec.  
312.5(d)(4), before the phrase ``for each such operator,'' a comma 
that was inadvertently omitted from the proposed Rule text in the 
2024 NPRM. In addition, after consultation with the Office of the 
Federal Register, stylistic adjustments are being made in the final 
Rule that remove the phrase ``general requirements'' from the 
introductory text of Sec.  312.3 and add the phrase ``of this 
section'' in Sec.  312.11(c)(ii) to clarify that paragraphs (b)(2) 
and (b)(3) refer to Sec.  312.11(b)(2) and (3).
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B. Sec.  312.2: Definitions

1. Definition of ``Mixed Audience Website or Online Service''
a. The Commission's Proposal Regarding ``Mixed Audience Website or 
Online Service''
    The Commission proposed a new stand-alone definition for ``mixed 
audience website or online service'' as ``a website or online service 
that is directed to children under the criteria set forth in paragraph 
(1) of the definition of website or online service directed to 
children, but that does not target children as its primary audience, 
and does not collect personal information from any visitor prior to 
collecting age information or using another means that is reasonably 
calculated, in light of available technology, to determine whether the 
visitor is a child.'' \24\ The proposed definition further requires 
that ``[a]ny collection of age information, or other means of 
determining whether a visitor is a child, must be done in a neutral 
manner that does not default to a set age or encourage visitors to 
falsify age information.'' \25\ The Commission explained in the 2024 
NPRM that this proposed stand-alone definition is intended to make 
clearer in the Rule the existing category for ``mixed audience'' 
websites and online services under the Rule and to provide greater 
clarity about

[[Page 16920]]

the means by which operators of mixed audience sites and services can 
determine whether a user is a child.\26\
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    \24\ 89 FR 2034 at 2071.
    \25\ Id.
    \26\ Id. at 2048.
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    Since the Commission established the ``mixed audience'' category in 
the 2013 Amendments, the Commission has viewed ``mixed audience'' sites 
and services as a subset of the ``child-directed'' category of websites 
or online services.\27\ Under both the current and the proposed amended 
Rule, a website or online service can fall under the mixed audience 
designation if it is: (1) ``child-directed'' under the Rule's multi-
factor test, and (2) does not target children as its primary 
audience.\28\ The new definition does not change the established two-
step analysis used to determine whether a website or online service is 
mixed audience.\29\ The threshold inquiry under the existing Rule and 
the proposed new definition for ``mixed audience website or online 
service'' is whether a website or online service is directed to 
children, based on an evaluation of the factors set forth in the first 
paragraph of the definition of ``website or online service directed to 
children.'' If a website or online service is directed to children 
under that analysis, then the second step in the determination of 
whether a website or online service is ``mixed audience'' is to ask 
whether it targets children as its primary audience. Both steps of the 
analysis require consideration of a totality of the circumstances and 
the factors set forth in the first paragraph of the definition of 
``website or online service directed to children.''
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    \27\ 78 FR 3972 at 3983-84. Staff guidance has also addressed 
this category. See COPPA FAQs, FAQ Section D.4.
    \28\ When codifying this approach in 2013, the Commission noted 
that it would first apply the ``totality of the circumstances'' 
standard set forth in paragraph (1) of the definition of website or 
online service directed to children to determine whether the site or 
service is directed to children, and then the Commission would 
determine whether children are the primary audience for the site or 
service. 78 FR 3972 at 3984.
    \29\ Many commenters responding to the 2024 NPRM asked the 
Commission to clarify whether the determination of whether a site or 
service is mixed audience remains a two-step process or whether the 
Commission is changing that process with the new definition and 
related changes to the definition of ``website or online service 
directed to children.'' See, e.g., U.S. Chamber of Commerce 
(``Chamber''), at 7; Entertainment Software Association (``ESA''), 
at 7; Interactive Advertising Bureau (``IAB''), at 12-13. The 
Commission has carefully considered alternative definitions 
proffered by these and other commenters, but believes the proposed 
definition is sufficiently clear about the relevant two-step 
analysis for identifying mixed audience websites and online 
services. The Commission reiterates its earlier guidance related to 
the second step of the analysis, that it ``intends the word 
`primary' to have its common meaning, i.e., something that stands 
first in rank, importance, or value,'' and that this will be 
determined by considering the totality of the circumstances and not 
through a precise audience threshold. See 78 FR 3972 at 3984 n.162.
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    Unlike other child-directed sites and services, those that do not 
target children as their primary audience may decide to age screen 
visitors in order to apply COPPA's protections only to visitors who 
identify as under 13. Under both the current Rule and proposed stand-
alone definition for ``mixed audience website or online service,'' an 
operator of a mixed audience website or online service may not collect 
personal information from any visitor until it collects age information 
from the visitor or uses another means that is reasonably calculated, 
in light of available technology, to determine whether the visitor is 
under 13. To the extent that a visitor identifies as under 13, the 
operator may not collect, use, or disclose the child's personal 
information without first complying with the Rule's notice and parental 
consent provisions.
b. Public Comments Received in Response to the Commission's Proposal 
Regarding ``Mixed Audience Website or Online Service''
    The proposed stand-alone definition of ``mixed audience website or 
online service'' received general support from many commenters, but 
also generated many requests for clarification.\30\ For example, some 
commenters asked whether the new definition is intended to expand the 
scope of child-directed websites and online services.\31\ It is not. 
The Commission reiterates that mixed audience websites and online 
services are a subset of child-directed websites and online services, 
and the proposed definition of ``mixed audience website or online 
service'' does not change which websites or online services are 
directed to children under the Rule.
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    \30\ See, e.g., Children and Screens: Institute of Digital Media 
and Child Development (``Children and Screens''), at 6; Google, at 
3; Information Technology Industry Council (``ITIC''), at 4-5; 
kidSAFE Seal Program (``kidSAFE''), at 7.
    \31\ See, e.g., ITIC, at 4-5; ACT [verbar] The App Association, 
at 5.
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    A number of commenters asked for additional guidance about when 
websites and online services will be considered general audience, 
primarily child-directed, or mixed audience.\32\ The Commission directs 
these commenters to earlier staff guidance, which explains that 
operators should analyze who their intended audience is, who their 
actual audience is, and the likely audience of their website or online 
service and consider the multiple factors identified in the first 
paragraph of the Rule's definition of ``website or online service 
directed to children.'' \33\
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    \32\ Google, at 3 (supporting adding a stand-alone definition 
for mixed audience website or online service, but stating that 
``further clarity is needed on the distinction between a general 
audience service or mixed audience service that `does not target 
children as its primary audience' and a primarily child-directed 
service''); The Toy Association, Inc. (``The Toy Association''), at 
4-5 (contending that distinction between ``primarily'' and 
``secondarily'' directed to children is not clear).
    \33\ See COPPA FAQs, FAQ Sections D.1, D.3, and D.5.
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    Other commenters expressed concern that the new definition prevents 
mixed audience websites and online services from utilizing the 
exceptions to the COPPA Rule's verifiable parental consent requirement 
set forth in Sec.  312.5(c).\34\ In response, the Commission clarifies 
that operators of mixed audience websites and online services may 
utilize the exceptions to the verifiable parental consent requirement 
set forth in Sec.  312.5(c) of the Rule, as is true for operators of 
child-directed websites and online services targeting children as their 
primary audience. The Commission is also adding language to the 
definition of ``mixed audience website or online service'' to clarify 
this issue by stating that operators of such websites and online 
services may not ``collect personal information from any visitor, other 
than for the limited purposes set forth in Sec.  312.5(c), prior to 
collecting age information or using another means . . . to determine 
whether the visitor is a child.''
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    \34\ See, e.g., ESA, at 7; IAB, at 12-13.
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    One commenter urged the Commission to state that general audience 
and mixed audience websites and online services containing ``kid-
friendly portions'' of content or services are not primarily child-
directed.\35\ This request for clarification is somewhat unclear, as it 
is not apparent to the Commission what the commenter means by ``kid-
friendly portions.'' If a portion of a general audience website or 
online service is directed to children, then the operator must treat 
all visitors to that portion of the website or online service as 
children.\36\ If a portion of a general

[[Page 16921]]

audience website or online service is directed to children but does not 
target children as its primary audience, the operator can choose to age 
screen visitors to that portion and must comply with COPPA obligations 
with respect to visitors identified as under 13. Another industry 
commenter contended that a general audience website or online service 
``should not become a mixed audience property just because the property 
does not include mature content and is presented as appropriate for 
children.'' \37\ In response, the Commission notes that it agrees that 
a general audience website or online service, or portion thereof, is 
not necessarily child-directed merely because it includes content that 
is appropriate for children and reiterates that categorization is 
determined by evaluating the totality of the circumstances and the 
multiple factors set forth in the definition of ``website or online 
service directed to children.''
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    \35\ See Google, at 3. The commenter further suggested 
``[a]bsent clear guidance on this issue, companies may choose not to 
offer kid-friendly experiences or content on their service due to 
the risk of the entire service being deemed primarily child-
directed.'' Id. Somewhat similarly, another industry commenter asked 
the Commission to clarify that general audience websites and online 
services will not be deemed to be mixed audience just because they 
``host pockets of child-directed content'' and that such guidance is 
essential to ``forestall general audience services from making a 
Hobson's choice between age gating all users or removing children's 
content from among their offerings.'' NCTA--The Internet and 
Television Association (``NCTA''), at 10-11.
    \36\ The statutory definition of ``website or online service 
directed to children'' includes ``that portion of a commercial 
website or online service that is targeted to children.'' 15 U.S.C. 
6501(10)(A)(ii). The definition of ``website or online service 
directed to children'' in the Rule also clearly establishes that a 
portion of a website or online service may be child-directed. 16 CFR 
312.2.
    \37\ Privacy for America, at 7.
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    Another commenter suggested amending the definition of ``mixed 
audience website or online service'' to mean ``a website or online 
service that does not target children as its primary audience but where 
a portion of the website or online service would satisfy the criteria 
set forth in paragraph (1) of the definition of website or online 
service directed to children.'' \38\ However, a portion of a website or 
online service may be primarily directed to children even if the 
website or online service as a whole is not. The Commission thus 
declines to amend the definition of ``mixed audience website or online 
service'' in response to this comment.
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    \38\ Centre for Information Policy Leadership (``CIPL''), at 8. 
The Commission declines to adjust the proposed definition in this 
way and believes that it would result in confusion.
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    The proposed definition of ``mixed audience website or online 
service'' also included language to provide additional clarity about 
how an operator of a mixed audience website or online service can 
determine whether a user is a child. The Commission received a variety 
of comments about this aspect of the proposed definition. Some 
commenters expressed support for the flexibility built into the 
Commission's proposal to permit operators of mixed audience websites or 
online services to collect age information or use other reasonably 
calculated means to determine whether a visitor is a child.\39\
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    \39\ See, e.g., kidSAFE, at 7 (expressing support for inclusion 
of language allowing for other methods of age gating to provide 
clarity and spur innovation); Google, at 3 (expressing support for 
flexibility and suggesting the proposed change ``will allow 
companies to leverage new and emerging age verification 
mechanisms''). In the 2024 NPRM, the Commission observed that the 
proposed language ``allows operators to innovate and develop 
additional mechanisms that do not rely on a user's self-
declaration.'' 89 FR 2034 at 2048.
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    Other commenters raised concerns related to this aspect of the 
proposed definition of ``mixed audience website or online service.'' 
For example, one commenter opposed references to the ``collection of 
age information'' on the ground that ``collection'' implies retention 
of information, which the commenter indicated should not be necessary 
to achieve the goal of determining users' ages; the commenter favored 
alternative age verification strategies that avoid retention of age 
information.\40\ In response, the Commission notes that it disagrees 
that collection of age information necessarily requires retention of 
the exact age of a visitor or user,\41\ or that operators' retention of 
information that a user is 12 years old, or 40 years old, would violate 
the Rule. Another commenter argued the Commission should require the 
use of ``privacy-protected age estimation methods to determine the 
likely age of users'' rather than including an age verification 
requirement that would require additional personal data collection and 
management.\42\ Other commenters suggested the Rule should require 
additional methods of verification when operators of mixed audience 
websites or online services are relying on self-declarations to 
determine whether the visitor is a child.\43\ The Commission does not 
have adequate evidence from the record to assess potential benefits and 
burdens associated with these alternative proposals and declines to 
amend the definition to impose additional verification obligations on 
operators at this time.
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    \40\ Internet Safety Labs, at 6-7.
    \41\ For example, one commenter suggested operators could retain 
a Boolean of ``user age under 13: Y/N.'' Internet Safety Labs, at 7.
    \42\ See Electronic Privacy Information Center (``EPIC''), at 5.
    \43\ See, e.g., Motley Rice, at 13 (suggesting Commission should 
require COPPA-compliant measures to corroborate self-declarations of 
age because of falsification risks).
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    Other commenters requested clarification about whether the proposed 
definition of ``mixed audience website or online service'' permits 
collection of information without first obtaining parental consent for 
the purpose of determining whether a user is a child.\44\ In response, 
the Commission notes that most of these commenters do not specify the 
type of information they contemplate operators collecting to determine 
age or what identifiers such information might be combined with. 
However, one industry commenter requested that the Commission consider 
an exception in the Rule allowing operators to collect personal 
information such as photographs to estimate a visitor's age as 
``another means'' to determine age under the proposed definition of 
``mixed audience website or online service'' without triggering COPPA 
compliance obligations.\45\ The Commission did not propose such an 
exception to the COPPA Rule's verifiable parental consent requirement 
in the 2024 NPRM and did not intend to propose one when adding the 
provision for ``another means that is reasonably calculated in light of 
available technology'' to the definition of ``mixed audience website or 
online service.'' The Commission reiterates that the COPPA Rule applies 
to ``personal information'' collected online from children.\46\ To the 
extent operators collect information to determine whether a visitor is 
a child from sources other than a child, such as from a reliable third-
party platform, this would not be considered collection of ``personal 
information'' under the Rule.
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    \44\ See, e.g., ITIC, at 4-5; ACT [verbar] The App Association, 
at 5; Consumer Technology Association, at 2. See also Google, at 3-4 
(requesting exception from COPPA obligations when personal 
information is collected solely to verify a user's age using 
alternative age verification methods); Network Advertising 
Initiative (``NAI''), at 7 (same).
    \45\ Google, at 4 (``[W]e believe additional protections are 
needed for companies that use alternative methods to age-screen 
users. Under the existing Rule, date of birth is not considered 
`personal information.' This allows companies to collect date of 
birth from users in order to age-screen those users without 
triggering compliance obligations under the Rule. We believe the 
same protection should apply to other categories of information that 
may be collected to age-screen users under the revised Rule. For 
example, using selfies for age verification to estimate a user's age 
(in a privacy-preserving manner, and without identifying them) may 
become a more reliable age verification method than asking users to 
provide their age. Under the current Rule, however, this would be 
unworkable, as photos containing a child's image constitute 
`personal information,' and collecting a selfie from a user under 13 
would thus trigger compliance obligations.'').
    \46\ See 16 CFR 312.3.
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    Another commenter suggested that the neutrality requirement for age 
screening in the proposed definition ``presents considerable 
challenges'' because age assurance methodologies present different 
levels of accuracy and some require the collection of personal

[[Page 16922]]

information for age assurance while others do not.\47\ The commenter 
further suggested the Rule should require operators to select an age 
assurance methodology based on the risks and benefits of different 
methods, as well as whether the privacy impact of a specific 
methodology is proportionate to the level of harm being addressed or 
avoided by the methodology.\48\ The Commission believes the proposed 
definition provides sufficient guidance and flexibility for operators 
to select from age assurance methodologies and declines to incorporate 
the suggested harm-based calculation into the Rule. The Commission 
agrees with commenters expressing the view that it is important to 
allow operators to innovate and develop alternative, improved 
mechanisms to determine age that do not rely on a visitor's self-
declaration and finds that the proposed language best accomplishes 
this.
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    \47\ See CIPL, at 8-9. In response, the Commission notes that it 
did not intend for the requirement that collection or other means of 
determining whether a visitor is a child ``must be done in a neutral 
manner'' to require that the means used must be neutral with respect 
to associated risks and benefits. Instead, the Commission included 
this provision to make clear that collection or other means employed 
to age screen visitors must not guide visitors to a particular age 
or encourage them to indicate they are over the age of 12 through 
design choices, nudges, communications or site content, or in other 
ways. Staff guidance has previously addressed this concern. See 
COPPA FAQs, FAQ Section D.7.
    \48\ See CIPL, at 8-9.
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c. The Commission Adopts Amendments Regarding ``Mixed Audience Website 
or Online Service''
    After carefully considering the record and comments, and for the 
reasons discussed in Part II.B.1.b of this document, the Commission is 
adopting an amended version of the proposed definition of ``mixed 
audience website or online service'' that includes additional language 
clarifying operators of mixed audience websites and online services may 
collect personal information for the limited purposes set forth in 
Sec.  312.5(c) prior to determining visitor age. The Commission intends 
for operators of mixed audience websites and online services to have 
the same ability to utilize the exceptions to the verifiable parental 
consent requirement set forth in Sec.  312.5(c) as operators of other 
child-directed websites and online services.
2. Definition of ``Online Contact Information''
a. The Commission's Proposal Regarding ``Online Contact Information''
    In the 2024 NPRM, the Commission proposed amending the definition 
of ``online contact information'' in Sec.  312.2 of the Rule by adding 
to the non-exhaustive list of identifiers that constitute online 
contact information ``an identifier such as a mobile telephone number 
provided the operator uses it only to send a text message.'' \49\ The 
Commission proposed this amendment to allow operators to collect and 
use a parent's or child's mobile phone number in certain circumstances, 
including in connection with using a text message to initiate the 
process of seeking verifiable parental consent.\50\ The proposed 
amendment was intended to give operators another way to initiate the 
process of seeking parental consent quickly and effectively.
---------------------------------------------------------------------------

    \49\ 89 FR 2034 at 2040.
    \50\ In the 2024 NPRM, the Commission explained the basis for 
its conclusion that increased use of ``over-the-top'' messaging 
platforms, which are platforms that utilize the internet instead of 
a carrier's mobile network to exchange messages, means that mobile 
telephone numbers now permit direct contact with a person online and 
therefore can be treated as online contact information consistently 
with the COPPA statute. See 89 FR 2034 at 2041.
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b. Public Comments Received in Response to the Commission's Proposal 
Regarding ``Online Contact Information''
    A substantial majority of commenters addressing the proposed 
amendment to the definition supported it.\51\ Supporters suggested that 
permitting operators to utilize text messages to facilitate the process 
of seeking verifiable parental consent is appropriate given the 
increased utilization of text messaging and mobile phones in the United 
States.\52\ Commenters also suggested that mobile communication 
mechanisms are more likely than some other approved consent methods to 
result in operators reaching parents for the desired purpose of 
providing notice and obtaining consent, and that sending a text message 
may be one of the most direct and frictionless methods of contacting a 
parent.\53\
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    \51\ See, e.g., Future of Privacy Forum, at 2-3; Computer and 
Communications Industry Association (``CCIA''), at 2-3; Association 
of National Advertisers (``ANA''), at 15-16; The Toy Association, at 
2; Chamber, at 4; EPIC, at 4; kidSAFE, at 2; Epic Games, Inc. 
(``Epic Games''), at 4-5; Consumer Technology Association, at 2-3; 
Consumer Reports, at 3; Children and Screens, at 3; M. Bleyleben, at 
1-2; TechNet, at 3; Software and Information Industry Association 
(``SIIA''), at 3. See also, e.g., ITIC, at 2 (supporting permitting 
operators to send text messages to parents for the purpose of 
initiating verifiable parental consent); Advanced Education Research 
and Development Fund, at 8 (same); BBB National Programs/Children's 
Advertising Review Unit (``CARU''), at 2-3 (asserting that the 
benefits of operators contacting parents via text messages likely 
outweigh the security risks).
    \52\ See, e.g., CCIA, at 2-3; ANA, at 16; Epic Games, at 4; 
SIIA, at 3; Consumer Reports, at 3.
    \53\ See, e.g., kidSAFE, at 2 (suggesting proposed change ``will 
greatly alleviate the burden of operators initiating a parental 
consent flow . . . and increase the chances of the parent actually 
receiving and completing the consent request''); CARU, at 2-3 
(permitting use of text messages to initiate verifiable parental 
consent may improve ease and accessibility); CCIA, at 3 (suggesting 
text messages are ``one of the most direct and frictionless 
verifiable methods for contacting a parent to provide notice or 
obtain consent''); Epic Games, at 4 (asserting proposal will enhance 
operators' ability to connect with parents and ``text messaging 
appears to be a common and trusted platform among consumers''); M. 
Bleyleben, at 1-2 (``Allowing operators to communicate with parents 
via mobile messaging will broaden access and reduce friction for 
parents to provide parental consent (thereby also reducing 
incentives for children to circumvent the age gate).'').
---------------------------------------------------------------------------

    While not clearly opposing the proposal, one FTC-approved COPPA 
Safe Harbor program, Privacy Vaults Online, Inc. (``PRIVO''), suggested 
that the use of text messages to seek parental consent might make it 
more difficult for parents to recognize senders, review disclosures, 
and contact the operator if they subsequently decide to withdraw 
consent.\54\ In response, the Commission notes that these issues can 
also be challenges associated with other methods of communication, such 
as email. PRIVO further suggested children's provision of parents' 
mobile telephone numbers may expose parents to increased data mining 
and profiling because, while many adults have multiple email accounts, 
they frequently have only one mobile telephone number, thereby enabling 
use of the number to profile an individual.\55\ In response, the 
Commission notes that Sec.  312.5(c)(1) restricts the purpose for which 
online contact information can be collected under that exception to 
providing notice and obtaining parental consent.\56\ Although mindful 
of the concerns raised by commenters, the Commission finds that 
parents' mobile telephone numbers are likely an effective way to reach 
parents and believes these concerns are outweighed by the strong 
interest in facilitating effective communication between operators and 
parents to initiate the process of seeking and obtaining consent.
---------------------------------------------------------------------------

    \54\ Privacy Vaults Online, Inc. (``PRIVO''), at 3-4.
    \55\ Id. at 2-3. PRIVO did not provide specific evidence to 
assess these potential impacts.
    \56\ 16 CFR 312.5(c)(1) (``Where the sole purpose of collecting 
the name or online contact information of the parent or child is to 
provide notice and obtain parental consent under Sec.  
312.4(c)(1).'') (emphasis added).
---------------------------------------------------------------------------

    A minority of commenters opposed the proposal to amend the 
definition of ``online contact information.'' \57\

[[Page 16923]]

Commenters opposing the proposed amendment generally cited possible 
security risks for recipients of text messages related to malicious 
links and phishing.\58\ However, more commenters addressing this issue 
suggested that the use of email messages to initiate the verifiable 
parental consent process poses comparable security risks.\59\ A number 
of commenters suggested that operators could take steps to reduce such 
security risks.\60\ Based on the record, the Commission believes that 
the security risks associated with initiating the process of seeking 
verifiable parental consent via text message are comparable to the 
risks associated with initiating the verifiable parental consent 
process via other communication methods, such as email. The Commission 
expects that operators will take steps to reduce security risks to 
recipients of text messages.
---------------------------------------------------------------------------

    \57\ Internet Safety Labs, at 3; Parent Coalition for Student 
Privacy, at 11. Commenters also addressed potential security risks 
in response to Question Three in the ``Questions for the Proposed 
Revisions to the Rule'' section of the 2024 NPRM. See 89 FR 2034 at 
2069 (Question 3).
    \58\ See, e.g., Parent Coalition for Student Privacy, at 11; 
Internet Safety Labs, at 3 (suggesting proposed change would 
facilitate phishing). Other commenters that supported, or did not 
explicitly oppose, the addition of mobile telephone numbers as a 
category of online contact information in order to permit operators 
to use text messages to initiate verifiable parental consent noted 
some of the same potential security risks. See, e.g., City of New 
York Office of Technology and Innovation (``NYC Technology and 
Innovation Office''), at 3 (citing increased risk of malicious text 
messages or ``smishing''); B. Hills, at 5 (expressing concern about 
increased risk of scams with malicious verification links).
    \59\ See, e.g., Consumer Reports, at 3 (suggesting risks 
associated with the use of text messages are not appreciably 
stronger than the risks with existing contact methods such as 
email); Future of Privacy Forum, at 2 (suggesting risks associated 
with the use of text messages are no greater than with the use of 
existing contact methods such as email); Epic Games, at 4 
(suggesting security risks associated with use of text messages are 
relatively low and not higher or worse than those associated with 
the use of email); M. Bleyleben, at 2 (same). One of these 
commenters suggested that security risks can be mitigated because 
parents can check with their children to determine if they initiated 
the process before proceeding. See Future of Privacy Forum, at 2.
    \60\ See SIIA, at 14 (suggesting security risk is minimal and 
can be ameliorated); Heritage Foundation, at 1 (suggesting risks of 
undetected spam from text may be higher than email, but platforms 
could employ methods that avoid risks associated with recipients 
clicking on links). See also kidSAFE, at 2 (asserting that, if the 
Commission approved the use of text messages to obtain verifiable 
parental consent, the inputting of a code received in a text message 
could mitigate risks associated with clicking on malicious links in 
text messages).
---------------------------------------------------------------------------

    Some commenters suggested that sending text messages to mobile 
telephone numbers without the consent of mobile telephone subscribers 
might have the potential to conflict with Federal and State laws 
related to text messaging \61\ and warned that operators might rely on 
a Commission rule (the potentially amended COPPA Rule) permitting the 
collection of mobile telephone numbers without a full appreciation of 
other regulatory requirements related to sending text messages.\62\ 
While not opposing the proposal, one such commenter contended that the 
Telephone Consumer Protection Act, the National Do-Not-Call Registry, 
and an Oklahoma statute ``all require prior express consent of the 
recipient to receive various types of text messages, including 
marketing messages.'' \63\ The commenter further indicated there is 
some uncertainty about what constitutes a commercial or marketing 
message under existing laws, and that it is not clear that children can 
legally consent on behalf of a parent to the transmission of a text 
message to a parent's mobile phone number.\64\ The Commission agrees 
that it is important for operators and others to carefully consider, 
and comply with, all applicable State and Federal laws when making 
decisions about whether and how to collect and use mobile telephone 
numbers.\65\ The analysis of relevant factual considerations and laws 
that commenters provided on this issue was limited, but the Commission 
believes these comments potentially overstate the degree of conflict 
and expects the content of text messages as well as other decisions 
related to implementation likely would be important in complying with 
legal obligations.
---------------------------------------------------------------------------

    \61\ Chamber, at 4 (asking Commission to verify that collection 
and use of mobile phone number provided by children to contact 
parents to start notice and consent process will not violate 
relevant Federal or State laws); The Toy Association, at 2 (alluding 
to possible conflict between proposed collection and use of mobile 
phone numbers under the Rule and the Telephone Consumer Protection 
Act and related State laws).
    \62\ PRIVO, at 4.
    \63\ Id. at 2. See also The Toy Association, at 2.
    \64\ PRIVO, at 2. PRIVO also suggested parents will not 
recognize numbers associated with such text messages, which could 
lead parents to decide not to provide consent or might make it 
difficult for parents to know how to change their consent decision 
or request review of their children's data later. Id. at 3.
    \65\ The Commission notes that many States have enacted laws 
regulating commercial text messages. See, e.g., Conn. Gen. Stat. 
sec. 42-288a; Fla. Stat. sec. 501.059; Wash. Rev. Code sec. 
19.190.060 et seq.
---------------------------------------------------------------------------

    At least one commenter expressed confusion about whether the 
Commission intended the proposed Rule amendments to constitute approval 
of operators' use of text messages to obtain verifiable parental 
consent.\66\ Other commenters encouraged the Commission to approve text 
messaging as a mechanism for obtaining verifiable parental consent.\67\ 
In response, the Commission clarifies that it is amending the 
definition of ``online contact information'' and has decided to make a 
related amendment to Sec.  312.5(b)(2) of the Rule discussed in Part 
II.D.7. That amendment to Sec.  312.5(b)(2) will permit operators to 
send text messages to parents to initiate the process of seeking 
verifiable parental consent, provide direct notice to the parent, and 
obtain verifiable parental consent, in situations where a child's 
personal information is not being disclosed, consistent with a new 
``text plus'' verifiable parental consent method the Commission is 
approving and adding as Sec.  312.5(b)(2)(ix).
---------------------------------------------------------------------------

    \66\ See Entertainment Software Rating Board (``ESRB''), at 22-
23.
    \67\ See, e.g., Program on Economics & Privacy at Scalia Law 
School and Brechner Center for the Advancement of the First 
Amendment at University of Florida (``Scalia Law School Program on 
Economics & Privacy and University of Florida Brechner Center''), at 
2; TechNet, at 3-4; Consumer Technology Association, at 3; Privacy 
for America, at 10-11; ANA, at 15-16; ACT [verbar] The App 
Association, at 7.
---------------------------------------------------------------------------

    The Commission is also adjusting the definition of ``online contact 
information'' proposed in the 2024 NPRM to limit the use of mobile 
telephone numbers, in the absence of verifiable parental consent, to 
purposes related to obtaining verifiable parental consent. In the 2024 
NPRM, the Commission discussed the importance of avoiding situations 
where mobile telephone numbers collected from children would be used to 
make voice calls to children without parental consent. After carefully 
considering the record and comments, the Commission has adjusted the 
proposed language to prevent situations where operators are utilizing 
mobile telephone numbers collected from a child for purposes unrelated 
to obtaining verifiable parental consent.\68\
---------------------------------------------------------------------------

    \68\ At least one commenter requested clarification as to 
whether the amendment to the ``online contact information'' 
definition proposed in the 2024 NPRM was intended to allow operators 
to use mobile telephone numbers for other purposes set forth in 
Sec.  312.5(c) of the Rule. kidSAFE, at 2. The Commission did not 
intend such a result and is therefore modifying the proposed 
amendment to the definition. For example, the Commission wants to 
avoid situations where operators use mobile telephone numbers to 
contact a child multiple times through either text messages or voice 
calls without verifiable parental consent.
---------------------------------------------------------------------------

c. The Commission Adopts Amendments Regarding ``Online Contact 
Information''
    After carefully considering the record and comments, and for the 
reasons discussed in Part II.B.2.b of this document, the Commission has 
decided to adopt an amended version of the

[[Page 16924]]

proposed addition to the definition of ``online contact information'' 
to include ``or a mobile telephone number provided the operator uses it 
only to send text messages to a parent in connection with obtaining 
parental consent.''
3. Definition of ``Personal Information''
    The COPPA statute and the COPPA Rule define ``personal 
information'' as individually identifiable information about an 
individual collected online, including, for example, a first and last 
name, an email address, or a Social Security number. The COPPA statute 
also authorizes the Commission to include within the COPPA Rule's 
definition of personal information ``any other identifier that the 
Commission determines permits the physical or online contacting of a 
specific individual.'' \69\ Accordingly, as discussed in Part II.B.3.a 
and b, the Commission has decided to include biometric identifiers in 
the definition of ``personal information''. However, in response to 
comments, the Commission is adopting a modified version of the 
definition proposed in the 2024 NPRM.
---------------------------------------------------------------------------

    \69\ 15 U.S.C. 6501(8)(F).
---------------------------------------------------------------------------

a. The Commission's Proposal Regarding ``Personal Information''
    In the 2024 NPRM, the Commission proposed using its statutory 
authority to expand the Rule's coverage by amending the definition of 
personal information to include ``[a] biometric identifier that can be 
used for the automated or semi-automated recognition of an individual, 
including fingerprints or handprints; retina and iris patterns; genetic 
data, including a DNA sequence; or data derived from voice data, gait 
data, or facial data.'' \70\ The Commission explained this proposed 
amendment is intended to ensure that the Rule is keeping pace with 
technological developments that facilitate increasingly sophisticated 
means of identifying individuals.\71\ The Commission has determined 
that biometric recognition technologies have rapidly advanced since the 
2013 Amendments to the Rule,\72\ and biometric identifiers such as 
fingerprints, handprints, retina and iris patterns, and DNA sequences 
can be used to identify and contact a specific individual either 
physically or online.\73\
---------------------------------------------------------------------------

    \70\ See 89 FR 2034 at 2041.
    \71\ Id.
    \72\ Id. For example, the National Institute of Standards and 
Technology (``NIST'') found that, between 2014 and 2018, facial 
recognition became 20 times better at finding a matching photograph 
from a database. See NIST, Ongoing Face Recognition Vendor Test 
(FRVT) Part 2: Identification (2018), at 6, available at <a href="https://nvlpubs.nist.gov/nistpubs/ir/2018/NIST.IR.8238.pdf">https://nvlpubs.nist.gov/nistpubs/ir/2018/NIST.IR.8238.pdf</a>. See also U.S. 
Government Accountability Office, Biometric Identification 
Technologies: Considerations to Address Information Gaps and Other 
Stakeholder Concerns (Apr. 2024), at 1, available at <a href="https://www.gao.gov/assets/gao-24-106293.pdf">https://www.gao.gov/assets/gao-24-106293.pdf</a> (observing that use of facial 
and iris recognition technologies to conduct and automate 
identification has become ``increasingly common in both the public 
and private sectors''); NIST, Press Release, NIST Evaluation Shows 
Advance in Face Recognition Software's Capabilities (Nov. 30, 2018), 
available at <a href="https://www.nist.gov/news-events/news/2018/11/nist-evaluation-shows-advance-face-recognition-softwarescapabilities">https://www.nist.gov/news-events/news/2018/11/nist-evaluation-shows-advance-face-recognition-softwarescapabilities</a>.
    \73\ See U.S. Government Accountability Office, Facial 
Recognition Technology: Current and Planned Uses by Federal Agencies 
(Aug. 2021), at 3, available at <a href="https://www.gao.gov/assets/gao-21-526.pdf">https://www.gao.gov/assets/gao-21-526.pdf</a> (citing biometric technologies used to identify individuals 
by measuring and analyzing physical and behavioral characteristics, 
including faces, fingerprints, eye irises, voice, and gait). The 
Commission notes that law enforcement authorities and agencies are 
using a variety of biometric-based technologies to identify and 
contact individuals. For example, the FBI has stated that its Next 
Generation Identification utilizes fingerprints, palm prints, and 
facial recognition to identify individuals of interest in criminal 
investigations, and that it is developing a repository of iris 
images. See FBI Law Enforcement Resources, available at <a href="https://le.fbi.gov/science-and-lab/biometrics-and-fingerprints/biometrics/next-generation-identification-ngi">https://le.fbi.gov/science-and-lab/biometrics-and-fingerprints/biometrics/next-generation-identification-ngi</a>. See also U.S. Government 
Accountability Office, Facial Recognition Technology: Federal Law 
Enforcement Agencies Should Better Assess Privacy and Other Risks 
(June 2021) (surveying use of facial recognition technology by 
twenty Federal agencies). The FBI reported that its Combined DNA 
Index System included 20 million DNA profiles in 2021, and it is 
used to link crime scene evidence to other cases or to persons 
already convicted of or arrested for specific crimes. See FBI 
National Press Office, The FBI's Combined DNA Index System (CODIS) 
Hits Major Milestone (May 21, 2021), available at https://
www.fbi.gov/news/press-releases/the-fbis-combined-dna-index-system-
codis-hits-major-
milestone#:~:text=May%2021,%202021.%20The%20FBI%E2%80%99s%20Combined%
20DNA%20Index%20System%20(CODIS).
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b. Public Comments Received in Response to the Commission's Proposal 
Regarding ``Personal Information''
    Many commenters expressed general support for amending the Rule's 
definition of personal information to include biometric 
identifiers.\74\ Supportive commenters emphasized the uniquely personal 
nature of biometric identifiers and noted that there are particularly 
compelling privacy interests in protecting such sensitive data.\75\ 
Moreover, unlike certain other identifiers, such as email addresses, 
telephone numbers, or first and last names, biometric identifiers are 
generally immutable.\76\ Commenters also expressed concern about the 
fact that the expanded collection of biometric data from children 
online \77\ and from wearable devices with sensor technology \78\ 
increases the risk of abuse and sale of such data. Commenters discussed 
the potential for biometric data to be combined with other persistent 
identifiers such as IP addresses or device IDs to identify specific 
individuals \79\ and also cited concerns about tools utilizing machine 
learning or artificial intelligence being used to duplicate and misuse 
such data.\80\ A children's advocates coalition

[[Page 16925]]

expressed concern about the ``unreasonable unnecessary collection of 
biometric information for mass profiling, neuromarketing, targeted 
advertising, advanced behavioral analytics, behavioral advertising . . 
. product improvement, and engagement maximization.'' \81\ Commenters 
also highlighted harms related to the misuse of biometric data to 
impersonate individuals through deepfake technologies,\82\ and the 
particularly grave harms associated with child sexual abuse material 
generated using such biometric data.\83\ The Commission finds these 
concerns compelling. A principal benefit to including biometric 
identifiers in the definition of personal information is to protect 
children under 13 from the misuse of this immutable and particularly 
sensitive information, which can potentially be used to identify a 
child for the rest of their life. While it is impossible to quantify, 
the Commission considers protecting children under 13 from the 
potential misuse of this highly sensitive information to be a 
significant benefit of the proposed amendment.
---------------------------------------------------------------------------

    \74\ See, e.g., B. Hills, at 4; Common Sense Media, at 13; S. 
Winkler, at 1; Children and Screens, at 5; NYC Technology and 
Innovation Office, at 1-2; Lawyers' Committee for Civil Rights Under 
Law (``Lawyers' Committee''), at 6; EPIC, at 4; Internet Safety 
Labs, at 4; Mental Health America, at 4-5; American Civil Liberties 
Union (``ACLU''), at 13; Center for AI and Digital Policy, at 5; 
IEEE Consortium for Innovation and Collaboration in Learning 
Engineering (``IEEE Learning Engineering Consortium''), at 5; Parent 
Coalition for Student Privacy, at 12; PRIVO, at 4; Attorneys General 
of Oregon, Illinois, Mississippi, Tennessee, Alabama, Alaska, 
Arizona, Arkansas, California, Colorado, Connecticut, Delaware, 
District of Columbia, Florida, Georgia, Hawaii, Indiana, Kentucky, 
Maine, Maryland, Massachusetts, Michigan, Minnesota, Nebraska, 
Nevada, New Hampshire, New Jersey, New Mexico, New York, North 
Carolina, Ohio, Oklahoma, Pennsylvania, Puerto Rico, Rhode Island, 
South Carolina, South Dakota, Utah, Vermont, Virgin Islands, 
Virginia, Washington, and Wisconsin (``State Attorneys General 
Coalition''), at 2-3; Consortium for School Networking, at 3; Center 
for Democracy and Technology (``CDT''), at 5; Google, at 3; Consumer 
Reports, at 4; Center for Digital Democracy, Fairplay, American 
Academy of Pediatrics, Berkeley Media Studies Group, Children and 
Screens: Institute of Digital Media and Child Development, Consumer 
Federation of America, Center for Humane Technology, Eating 
Disorders Coalition for Research, Policy, & Action, Issue One, 
Parents Television and Media Council, and U.S. PIRG (``Children's 
Advocates Coalition''), at 58; Data Quality Campaign, at 3.
    \75\ See, e.g., Children and Screens, at 5; NYC Technology and 
Innovation Office, at 1-2; Lawyers' Committee, at 6; Consortium for 
School Networking, at 3; Consumer Reports, at 4-5; ACLU, at 13; Data 
Quality Campaign, at 3.
    \76\ See, e.g., Mental Health America, at 4 (``Biometric 
identifiers are generally immutable and could potentially be used to 
identify a child for the rest of their life.''); NYC Technology and 
Innovation Office, at 1 (``A person cannot easily alter, if at all, 
their fingerprints, ocular scans, facial features, or genetic data. 
This makes biometric information particularly sensitive. . .[.]''); 
ACLU, at 13 (noting that ``biometrics are inherently personally 
identifying and generally immutable''); Data Quality Campaign, at 3 
(``The immutable nature of biometrics means improper access or use 
can permanently expose children to unwanted risks.'').
    \77\ See, e.g., State Attorneys General Coalition, at 3; 
Children's Advocates Coalition, at 58-60.
    \78\ See, e.g., State Attorneys General Coalition, at 3 
(discussing increased use of wearable devices with sensors and 
noting that ``[t]he prevalence of the collection and use of this 
type of data--from using a fingerprint to unlock a device to 
wearable sensors--has resulted in a heightened risk of abuse and 
sale of this type of data, data that is often immutable and 
permanently tied to the individual''); Children's Advocates 
Coalition, at 59 (discussing collection of biometric data by large 
platforms and virtual reality products and services).
    \79\ See State Attorneys General Coalition, at 3.
    \80\ See, e.g., Center for AI and Digital Policy, at 4-5; S. 
Winkler, at 1. See also Comment of the Federal Trade Commission In 
the matter of: Implications of Artificial Intelligence Technologies 
on Protecting Consumers from Unwanted Robocalls and Robotexts, Fed. 
Commc'ns Comm'n CG Docket No. 23-362 (July 29, 2024) (describing 
some of the FTC's efforts to address the emergence of new 
technologies powered by artificial intelligence, particularly those 
related to voice cloning), available at <a href="https://www.ftc.gov/system/files/ftc_gov/pdf/FTC-Comment-VoiceCloning.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/FTC-Comment-VoiceCloning.pdf</a>.
    \81\ See Children's Advocates Coalition, at 60.
    \82\ See, e.g., Center for AI and Digital Policy, at 5; S. 
Winkler, at 1. See also DHS Public-Private Analytic Exchange 
Program, Increasing Threats of Deepfake Identities, at 9-18, 22-25 
(discussing how deepfakes using biometric data are made and their 
use in non-consensual pornography and cyberbullying), available at 
<a href="https://www.dhs.gov/sites/default/files/publications/increasing_threats_of_deepfake_identities_0.pdf">https://www.dhs.gov/sites/default/files/publications/increasing_threats_of_deepfake_identities_0.pdf</a>.
    \83\ See Center for AI and Digital Policy, at 5.
---------------------------------------------------------------------------

    A number of commenters that generally supported adding in the 
definition of personal information a new provision for biometric data 
encouraged the Commission to consider expanding the biometric 
identifier provision in the definition of personal information beyond 
what the Commission proposed in the 2024 NPRM.\84\ For example, one 
commenter encouraged the Commission to consider adding more examples of 
biometric identifiers such as electroencephalogram patterns used in 
brain-computer interfaces, heart rate patterns, or behavioral 
biometrics such as typing patterns or mouse movements.\85\ Some 
consumer groups suggested the Commission should expand the provision to 
include any information derived from biometric data.\86\ Another 
suggestion was that the Commission broaden the provision to make it 
consistent with the Commission's definition of the term ``biometric 
information'' in a recent Commission policy statement.\87\ A coalition 
of State attorneys general urged the Commission to consider language 
that would include ``imagery of the iris, retina, fingerprint, face, 
hand, palm, vein patterns, and voice recordings (from which an 
identifier template such as a faceprint, a minutiae template, or a 
voiceprint, can be extracted), genetic data, or other unique 
biological, physical, or behavioral patterns or characteristics, 
including data generated by any of these data points.'' \88\
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    \84\ In Question Five in the ``Questions for the Proposed 
Revisions to the Rule'' section of the 2024 NPRM, the Commission 
asked commenters to address whether it should consider including any 
additional biometric identifier examples beyond those listed in the 
proposed definition. 89 FR 2034 at 2070 (Question 5).
    \85\ IEEE Learning Engineering Consortium, at 5. See also Parent 
Coalition for Student Privacy, at 12 (recommending expanding the 
proposed list of biometric identifiers to include keystroke 
dynamics); B. Hills, at 4 (recommending adding vein recognition); 
Internet Safety Labs, at 4 (recommending adding typing cadence); 
State Attorneys General Coalition, at 2-3. Some commenters proposed 
adding sensitive categories of information such as student 
behavioral data, health data, and geolocation data to the definition 
of personal information. See, e.g., K. Blankinship, at 1; State 
Attorneys General Coalition, at 3. The Commission notes that at 
least some forms of student behavioral data and health data 
currently receive protection under the United States Department of 
Education's Family Educational Rights and Privacy Act Regulations, 
34 CFR part 99, and the Health Insurance Portability and 
Accountability Act of 1996, Public Law 104-191. Moreover, the 
definition of personal information already includes geolocation data 
that is sufficient to identify street name and name of a city or 
town, which is the geolocation data that is most likely to permit 
identifying and contacting a specific child. See 78 FR 3972 at 3982-
3983 (discussing personal information definition's coverage of 
geolocation data).
    \86\ See, e.g., Children's Advocates Coalition, at 58; Mental 
Health America, at 4.
    \87\ Center for AI and Digital Policy, at 5 (discussing Policy 
Statement of the Federal Trade Commission on Biometric Information 
and section 5 of the Federal Trade Commission Act).
    \88\ State Attorneys General Coalition, at 2.
---------------------------------------------------------------------------

    For a variety of reasons, a significant number of industry group 
and other commenters opposed the biometric identifier provision 
proposed in the 2024 NPRM.\89\ Commenters argued the proposal exceeds 
the Commission's statutory authority because the Commission has not 
established that the biometric identifiers enumerated in the 2024 NPRM 
proposal enable the physical or online contacting of a specific 
child.\90\ The Commission disagrees. As explained in this Part, 15 
U.S.C. 6501(8)(F) provides that ``[t]he term `personal information' 
means individually identifiable information about an individual 
collected online, including . . . any . . . identifier that the 
Commission determines permits the physical or online contacting of a 
specific individual,'' and for several reasons, the Commission has 
determined that biometric information permits the physical or online 
contacting of a specific individual.
---------------------------------------------------------------------------

    \89\ See, e.g., R Street Institute, at 1-2; ITIC, at 2; CIPL, at 
4-5; ESA, at 9-11; SIIA, at 4, 15; ACT [verbar] The App Association, 
at 4-5; Chamber, at 3; IAB, at 2-5; NCTA, at 5-6; NetChoice, at 3-4; 
Information Technology and Innovation Foundation (``ITIF''), at 3; 
CCIA, at 3-4; ANA, at 10; Privacy for America, at 14-15; Epic Games, 
at 7-8.
    \90\ See, e.g., ESA, at 9-11; NCTA, at 5; CCIA, at 3. See also 
NetChoice, at 3-4 (suggesting the Commission has not demonstrated 
that biometric data is being misused in ways that allow contact with 
children).
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    The Commission notes that the proposed expansion of the definition 
of personal information to include biometric identifiers appropriately 
responds to marketplace developments such as the increasingly common 
use of technologies relying on facial recognition, retina or iris 
imagery, or fingerprints to allow individuals to unlock mobile devices 
and to access accounts or facilities,\91\ and that enable companies to 
identify and contact a specific individual. Genetic data, particularly 
when combined with other personal information, can also be used to 
identify and, in some circumstances,

[[Page 16926]]

contact a specific individual.\92\ Gait \93\ and other movement 
patterns \94\ can also be used to identify and contact specific 
individuals and are an increasing concern with the growth of virtual 
reality products and services. The Commission also expects that 
biometric identifiers, particularly when combined with increasingly 
sophisticated methods of consumer profiling, potentially could be used 
to track and deliver targeted advertisements to specific children 
online, which would constitute online contact.\95\ Accordingly, 
biometric identifiers are appropriately included in the definition of 
``personal information.''
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    \91\ See ACT [verbar] The App Association, at 4 (noting that 
many new apps collect biomarkers such as voice, facial features, and 
fingerprints in some form). See also R.L. German & K.S. Barber, 
Current Biometric Adoption and Trends (November 2016), at 2-13 
(analyzing adoption of biometric authentication between 2004 and 
2016 and concluding that rapid expansion of biometric technologies 
has led to similar explosion in biometric services and 
applications), available at <a href="https://identity.utexas.edu/sites/default/files/2020-09/Current%20Biometric%20Adoption%20and%20Trends.pdf">https://identity.utexas.edu/sites/default/files/2020-09/Current%20Biometric%20Adoption%20and%20Trends.pdf</a>; H. Kelly, 
Fingerprints and Face Scans Are the Future of Smartphones. These 
Holdouts Refuse to Use Them, Washington Post (Nov. 15, 2019), 
available at <a href="https://www.washingtonpost.com/technology/2019/11/15/fingerprints-face-scans-are-future-smartphones-these-holdouts-refuse-use-them/">https://www.washingtonpost.com/technology/2019/11/15/fingerprints-face-scans-are-future-smartphones-these-holdouts-refuse-use-them/</a>; National Retail Federation, 2023 National Retail 
Survey (Sept. 26, 2023), at 18 (stating that 40% of retail survey 
respondents were researching, piloting, or implementing either 
facial recognition or feature-matching technologies to address loss 
prevention and other security concerns), available at <a href="https://nrf.com/research/national-retail-security-survey-2023">https://nrf.com/research/national-retail-security-survey-2023</a>.
    \92\ See, e.g., S.Y. Rojahn, Study Highlights the Risk of 
Handing Over Your Genome: Researchers found they could tie people's 
identities to supposedly anonymous genetic data by cross referencing 
it with information available online, MIT Technology Review (Jan. 
17, 2013), available at <a href="https://www.technologyreview.com/2013/01/17/180448/study-highlights-the-risk-of-handing-over-your-genome/">https://www.technologyreview.com/2013/01/17/180448/study-highlights-the-risk-of-handing-over-your-genome/</a>; 
Natalie Ram, America's Hidden National DNA Database, 100 Texas Law 
Review, Issue 7 (July 2022) (discussing growth of investigative 
genetic genealogy searches using private platforms and surveying 
State law policies related to potential law enforcement access to 
newborn genetic screening samples), available at <a href="https://texaslawreview.org/americas-hidden-national-dna-database/">https://texaslawreview.org/americas-hidden-national-dna-database/</a>.
    \93\ L. Topham et al., Gait Identification Using Limb Joint 
Movement and Deep Machine Learning, IEEE Access (Sept. 19, 2022), 
available at <a href="https://ieeexplore.ieee.org/document/9895247">https://ieeexplore.ieee.org/document/9895247</a>; D. Kang, 
Chinese `gait recognition' tech IDs people by how they walk, 
Associated Press (Nov. 6, 2018), available at <a href="https://apnews.com/article/bf75dd1c26c947b7826d270a16e2658a">https://apnews.com/article/bf75dd1c26c947b7826d270a16e2658a</a>.
    \94\ See V. Nair et al., Unique Identification of 50,000+ 
Virtual Reality Users from Head & Hand Motion Data (Feb. 17, 2023), 
at 1 (reporting results showing virtual reality users can be 
uniquely and reliably identified out of a pool of over 50,000 
candidates with 94.33% accuracy based on 100 seconds of head and 
hand motion data), available at <a href="https://arxiv.org/pdf/2302.08927">https://arxiv.org/pdf/2302.08927</a>.
    \95\ The plain meaning of ``contact'' is broader than just an 
email or other communication, and the legislative history of the 
COPPA statute also supports a broad interpretation of the term. At 
the time of adoption, Senator Bryan noted that the term ``is not 
limited to email, but also includes any other attempts to 
communicate directly with a specific, identifiable individual.'' See 
144 Cong. Rec. S12741-04, S12787 (1998) (statement of Senator 
Bryan).
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    Other commenters objecting to the proposed biometric identifier 
provision argued that it is inconsistent with the COPPA statute because 
the enumerated biometric identifiers do not necessarily identify a 
specific individual.\96\ In response, the Commission notes that the 
Rule's definition of personal information is consistent with the COPPA 
statute because it remains expressly limited to ``individually 
identifiable information about an individual,'' and the proposed 
provision for ``biometric identifier'' only includes ``a biometric 
identifier that can be used for the automated or semi-automated 
recognition of an individual.'' Further, the Commission finds that the 
biometric identifiers listed as examples in the proposed definition can 
be used to identify specific individuals.\97\
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    \96\ See, e.g., ITIF, at 3. Some generally supportive commenters 
also emphasized the importance of ensuring that the definition only 
includes biometric identifiers that can be used to identify and 
contact a specific child. See, e.g., Common Sense Media, at 13; The 
Toy Association, at 3.
    \97\ For example, a recent GAO Report found that ``a wide range 
of technologies [ ] can be used to verify a person's identity by 
measuring and analyzing biological and behavioral characteristics'' 
and specifically mentioned facial data, fingerprints, iris, voice, 
hand geometry, and gait. See U.S. Government Accountability Office, 
Biometric Identification Technologies: Considerations to Address 
Information Gaps and Other Stakeholder Concerns (April 2024), at 4-
5, available at <a href="https://www.gao.gov/assets/gao-24-106293.pdf">https://www.gao.gov/assets/gao-24-106293.pdf</a>. See 
also A.K. Jain et al., 50 years of biometric research: 
Accomplishments, challenges, and opportunities, Pattern Recognition 
Letters, Volume 79 (Aug. 2016), at 80-83, available at <a href="https://www.sciencedirect.com/science/article/abs/pii/S0167865515004365">https://www.sciencedirect.com/science/article/abs/pii/S0167865515004365</a>.
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    Commenters also encouraged the Commission to consider the costs and 
benefits of constraining the collection and use of biometric 
identifiers,\98\ including considering the impact the proposed 
biometric identifier provision would have on innovation and on 
beneficial uses such as security and authentication features.\99\ In 
response, the Commission notes that the commenters raising these and 
similar concerns did not provide information or evidence quantifying 
the potential costs and impacts associated with adding the new 
biometric identifier provision to the personal information definition. 
The amendment does not impact the collection or use of biometric 
identifiers from users over the age of 12. Because the proposed 
biometric identifier provision only requires that covered operators 
provide appropriate notice and obtain verifiable parental consent 
before collecting, using, or disclosing this sensitive data from 
children, it is not clear that the proposed provision would 
significantly interfere with innovation or beneficial uses of biometric 
identifiers. However, in consideration of these and other comments, the 
Commission has decided to adopt a modified version of the biometric 
identifier provision proposed in the 2024 NPRM.
---------------------------------------------------------------------------

    \98\ See, e.g., ITIC, at 2 (suggesting expansion of personal 
information to include biometric data requires a detailed assessment 
of costs and benefits, including impacts on innovation, and that 
additional work is required to ensure that any inclusion of 
biometric data is narrowly tailored to clear, evidenced harms); IEEE 
Learning Engineering Consortium, at 5 (recommending that the 
Commission periodically review the list of biometric identifiers in 
the definition to make sure it remains comprehensive and relevant 
and consider the context in which biometric identifiers are being 
collected and used).
    \99\ See, e.g., kidSAFE, at 4 (discussing use of biometric data 
for security purposes); ACT [verbar] The App Association, at 4 
(expressing general concern about the provision's impact on 
innovation); ITIF, at 2 (same).
---------------------------------------------------------------------------

    Some commenters urged the Commission to consider adjusting the 
language proposed in the 2024 NPRM to reduce perceived inconsistencies 
between the proposed biometric identifier provision and various State 
laws and industry standards.\100\ For example, one industry commenter 
indicated the term ``biometric identifier'' is not commonly used in 
other laws and regulations and recommended instead using the term 
``biometric data'' to align with other laws and industry standards to 
reduce confusion and help operators fulfill their compliance 
obligations.\101\ Another commenter suggested the proposed provision is 
inconsistent with

[[Page 16927]]

State laws related to biometric information that exclude audio 
recordings, videos, and photos from their definitions.\102\ In 
response, the Commission notes that the COPPA Rule applies to personal 
information collected from children online by operators of child-
directed websites and online services and operators of general audience 
websites or online services that have actual knowledge they are 
collecting personal information from children. State laws' approaches 
to biometric data may be different, in part, because of the different 
obligations those laws impose on businesses or because those laws apply 
to data collected from a large population of users.\103\
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    \100\ See, e.g., M. Bleyleben, at 2 (suggesting that it is 
critical that the Commission's approach to defining and scoping the 
use of biometric technologies is coordinated with State-level 
biometric laws such as the Biometric Information Privacy Act in 
Illinois); CIPL, at 4-5 (suggesting the term biometric identifier is 
not aligned with the International Organization for Standardization 
and other laws and regulations); ESA, at 10-11 (discussing State 
laws that exclude audio recordings, videos, and photos from 
definitions of biometric information); SIIA, at 4 (opposing 
biometric identifier provision and suggesting it creates 
inconsistencies with State privacy laws); IAB, at 3-4 (discussing 
differences between proposed biometric identifier provision and 
biometric definitions in various State privacy laws); Chamber, at 3 
(encouraging the Commission to harmonize proposed biometric 
identifier provision with other laws modeled on Consensus State 
Privacy Approach, and citing the definition of biometric data in the 
Virginia Consumer Data Protection Act); NCTA, at 6 (arguing 
Commission's proposal conflicts with State biometric laws, which 
consider derived data to be biometric data only where it is used or 
intended to be used to identify a specific individual); ITIF, at 3 
(stating that many States have enacted privacy legislation to 
protect biometric data and have limited their definitions to 
biometric data that identifies a specific individual). On the other 
hand, at least one supportive commenter suggested the proposed 
biometric identifier provision would better align the Rule's 
personal information definition with FERPA. See Data Quality 
Campaign, at 3.
    \101\ CIPL, at 4. In response, the Commission notes that it is 
using the term biometric identifier rather than the term biometric 
data to align with the definition of personal information in the 
COPPA statute. There is some variation in the defined terms 
different State privacy and biometric laws use, but Texas, Illinois, 
and Washington State laws use the term biometric identifier. The 
Illinois Biometric Information Privacy Act defines that term to mean 
``a retina or iris scan, fingerprint, voiceprint, or scan of hand or 
face geometry'' and excludes a variety of other types of information 
such as written signatures, photographs, or human biological samples 
used for scientific testing or screening. See 740 Ill. Comp. Stat. 
14/10. Washington's biometric privacy law defines that term to mean 
``data generated by automatic measurements of an individual's 
biological characteristics, such as a fingerprint, voiceprint, eye 
retinas, irises, or other unique biological patterns or 
characteristics that is used to identify a specific individual.'' 
Wash. Rev. Code 19.375.010.
    \102\ See, e.g., ESA, at 10-11; IAB, at 3-4. It is not clear why 
the proposed new provision for biometric identifiers generates 
concerns for industry commenters about inconsistencies related to 
the treatment of photographs, videos, or audio files under State law 
when paragraph 8 of the COPPA Rule's personal information definition 
currently has a separate provision for such data when they contain a 
child's image or voice. See 16 CFR 312.2.
    \103\ The Commission also notes that use of the term biometric 
identifier comports with language in the definition of personal 
information in the COPPA statute. See 15 U.S.C. 6501(8)(F).
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    Other commenters urged the Commission to consider limiting the 
proposed biometric identifier provision to biometric identifiers that 
are used or intended to be used to recognize or identify an individual, 
to better align with State laws and to simplify operators' compliance 
obligations.\104\ While recognizing there is some variability in 
defined terms among State privacy laws and also between those laws and 
the biometric identifier provision in the proposed definition of 
personal information, industry commenters raising these concerns have 
not explained how those variations will complicate business practices 
or create irreconcilable compliance obligations.\105\ The Commission is 
therefore not persuaded that the proposed amended definition of 
personal information should be changed to align with specific State 
laws, particularly when there is variation among such laws.
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    \104\ See, e.g., Privacy for America, at 15 (citing Connecticut 
statute's definition of biometric data as ``data generated by 
automatic measurements of an individual's biological 
characteristics, such as a fingerprint, a voiceprint, eye retinas, 
irises or other unique biological patterns or characteristics that 
are used to identify a specific individual''); NCTA, at 6 
(suggesting the NPRM proposal conflicts with State biometric laws, 
which consider derived data to be biometric data only where it is 
used or intended to be used to identify a specific individual); ANA, 
at 10 (suggesting biometric identifier provision should be limited 
to instances where biometric information is used or intended to be 
used to recognize or identify a child rather than data that can 
theoretically be used for that purpose but is not used in that way 
and further arguing this approach better aligns with the definitions 
of similar terms in the majority of State privacy laws and 
regulations) (citing Cal. Civ. Code 1798.140(c); 4 CCR 904-3, Rule 
2.02; Va. Code Ann. 59.1-575); CIPL, at 4-5.
    \105\ See, e.g., ITIF, at 3 (contending that a materially 
different definition of biometric identifiers in the COPPA Rule 
would complicate an already complex regulatory environment in the 
United States and would create consumer confusion, increase 
compliance costs on businesses, and adversely impact the digital 
economy); Chamber, at 3.
---------------------------------------------------------------------------

    Other commenters suggested the proposed biometric identifier 
provision should be similarly narrowed for different reasons. For 
example, several industry commenters suggested adjusting the provision 
from biometric identifiers that ``can be used'' for automated or semi-
automated recognition to a biometric identifier that ``is used'' for 
automated recognition of an individual, to, in their view, be more 
consistent with the definition of personal information in the COPPA 
statute and to avoid vagueness concerns.\106\ Other commenters 
suggested the provision should only include biometric identifiers that 
are intended to be used for identification, or suggested that there 
should be an exception when biometric identifiers are used to provide a 
service without identifying the user.\107\ Still others urged the 
Commission to narrow the biometric identifier provision to a specific 
list of biometric identifiers and to limit coverage to situations where 
the biometric identifier is used to contact a child.\108\
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    \106\ See, e.g., Chamber, at 3 (arguing that the Commission 
should revise the definition to include biometric identifiers only 
when they are used for the automated recognition of an individual 
rather than when they could be used for such purposes to avoid 
vagueness concerns); ACT [verbar] The App Association, at 4-5 
(suggesting definition must be limited to when a biometric 
identifier is used to identify or reasonably identify a child to 
comport with the COPPA statute); Privacy for America, at 15 
(contending the provision should be limited to biometric identifiers 
used to identify a child in order to contact them); The Toy 
Association, at 3 (contending an actual use element needs to be 
included in the definition to comport with the COPPA statute). See 
also CIPL, at 4-5.
    \107\ See, e.g., CIPL, at 5 (suggesting there should be an 
intent component included in the provision); ITIC, at 2 (contending 
that the Commission should clarify that any use of biometric data 
that does not involve identifying a unique individual and that does 
not allow physical or online contact with a specific individual is 
exempt).
    \108\ See NCTA, at 6.
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    In response, the Commission notes that it disagrees with these 
commenters' assertions that such adjustments are necessary to comport 
with the COPPA statute. The phrase ``can be used'' is consistent with 
the COPPA statute, which defines personal information to mean 
``individually identifiable information about an individual collected 
online'' rather than an alternative such as information used to 
identify an individual.\109\ Further, the Commission believes the 
proposed language is consistent with the statutory language in 15 
U.S.C. 6501(8)(F), which permits the addition of ``any other identifier 
the Commission determines permits the physical or online contacting of 
a specific individual'' rather than alternative language such as 
``identifiers when used to contact a specific individual physically or 
online.'' Additionally, the other identifiers listed in the definition 
in the COPPA statute qualify as personal information regardless of how 
an operator uses them. The Commission also believes that adjusting the 
proposed language from ``can be used for the automated or semi-
automated recognition of an individual'' to language requiring actual 
use of biometric identifiers to identify individuals may increase 
opportunities for operators to collect and retain sensitive data for 
future use and would also present enforcement challenges.
---------------------------------------------------------------------------

    \109\ 15 U.S.C. 6501(8).
---------------------------------------------------------------------------

    Numerous commenters were particularly critical of the Commission's 
proposal to include the words ``data derived from voice data, gait 
data, or facial data'' in the biometric identifier provision the 
Commission proposed in the 2024 NPRM.\110\ Many commenters suggested 
this language is overbroad or vague.\111\ Some commenters also argued 
such data is not necessarily individually identifying and cannot be 
used to contact a specific child, and therefore falls outside the scope 
of personal information protected by the COPPA statute.\112\ Commenters 
contended this aspect of the biometric provision may stifle innovation 
\113\ and interfere with uses of biometric information such as

[[Page 16928]]

virtual reality applications, educational technology products, 
connected toys, or speech-enabled apps used by children or individuals 
with disabilities.\114\ Others suggested that treating such derived 
data as personal information would constrain desirable use cases such 
as security features.\115\ Still other commenters opposing the proposal 
argued that it conflicts with relevant State laws and the 2024 NPRM's 
proposal to except from the COPPA Rule's verifiable parental consent 
requirement operators' collection of certain audio files that contain a 
child's voice.\116\ To reduce the potential burdens and impacts these 
and other commenters mentioned, the Commission has decided not to 
include this language in the biometric identifier provision as proposed 
in the 2024 NPRM.
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    \110\ See, e.g., ANA, at 10; Chamber, at 3; kidSAFE, at 3-4; 
Epic Games, at 7-8; NCTA, at 5-6.
    \111\ See, e.g., CARU, at 3 (suggesting unclear whether data 
from an avatar based on the user or data from an accelerometer in a 
connected toy would be included in data derived from voice data, 
gait data, or facial data); kidSAFE, at 3-4 (suggesting breadth of 
proposed language may cover unintended data and requesting that the 
Commission provide clarifying examples and indicate whether it 
intends to include data tracking the motion of a child in a virtual 
reality game, analysis of a child's ability to pronounce certain 
words or sounds, or the text transcript of a child's audio 
conversation with a connected toy device); ESA, at 10; Chamber, at 
10; ANA, at 10. Others suggested that including data derived from 
voice data in the proposed definition of personal information is 
potentially inconsistent with the approach adopted in the 
Commission's Enforcement Policy Statement Regarding the 
Applicability of the COPPA Rule to the Collection and Use of Voice 
Recordings. See, e.g., ESA, at 10.
    \112\ See, e.g., ESA, at 9-10; Epic Games, at 7-8.
    \113\ See, e.g., CARU, at 3.
    \114\ See, e.g., SIIA, at 4 (suggesting proposed language would 
potentially apply to skills assessments, time spent, and other usage 
information that is derived from voice data and used in literacy 
products with a recording feature); ACT [verbar] The App 
Association, at 4 (suggesting many apps collect voice, fingerprints, 
and facial features for beneficial uses and mentioning apps 
assisting autistic children with speech); CARU, at 3 (suggesting 
``data derived from voice data, gait data, or facial data'' is 
integral to virtual reality products, connected toys, and metaverse 
experiences); kidSAFE, at 3-4 (suggesting derived data language is 
overbroad and could apply to the collection of non-identifying data 
in virtual reality games, phonics instructional tools, and connected 
toy devices); R Street Institute, at 1-2 (discussing beneficial use 
cases such as voice-activated digital assistants with parental 
controls, educational products, and products assisting children with 
disabilities).
    \115\ See, e.g., ConnectSafely, at 1 (emphasizing all users 
should have access to biometric security tools); IEEE Learning 
Engineering Consortium, at 5 (encouraging the Commission to consider 
beneficial uses such as security when determining which biometric 
identifiers to include in the definition).
    \116\ See, e.g., NCTA, at 6 (``This definition conflicts with 
State biometric laws, which consider derived data to be biometric 
information only where it is used or intended to be used to identify 
a specific individual.''); CCIA, at 3 (discussing conflict with 
approach to voice recordings in the 2024 NPRM).
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    After carefully considering the record and comments, the Commission 
has decided to adopt an amended version of the biometric identifier 
provision the Commission proposed in the 2024 NPRM. The Commission 
previously explained that the proposed provision included a non-
exhaustive list of examples of covered biometric identifiers that can 
be used for the automated or semi-automated recognition of an 
individual.\117\ In response to the comments, the Commission has 
decided to change the word ``including'' in the proposed provision to 
the phrase ``such as'' in the final Rule.\118\ The comments received 
have also persuaded the Commission not to include the proposed language 
of ``data derived from voice data, gait data, or facial data'' in the 
final Rule because it may be overly broad and include some data that 
cannot currently be used to identify and contact a specific individual. 
The Commission's original intent in proposing ``data derived from voice 
data, gait data, or facial data'' was to cover situations such as where 
imagery of a biometric characteristic (e.g., a fingerprint or a 
photograph) is converted into templates or numeric representations such 
as fingerprint templates or facial templates that can be used to 
identify and contact a specific individual.\119\ The Commission still 
intends for the modified provision to apply to such biometric 
identifiers. To make this clearer, and to exclude derived data that 
cannot be used to identify an individual, the Commission has decided to 
remove the originally proposed language at the end of the biometric 
identifier provision but to include additional examples of some covered 
biometric identifiers that can be used to identify a specific 
individual such as voiceprints, facial templates, faceprints, and gait 
patterns.
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    \117\ 89 FR 2034 at 2042.
    \118\ At least one commenter suggested adjusting the 
definitional language to clarify the intended scope of the 
provision. See CIPL, at 5 (suggesting the Commission replace term 
``including'' with the phrase ``includes but is not limited to''). 
The Commission has concluded that an alternative approach of 
enumerating a complete list of covered biometric identifiers in the 
Rule would not provide the flexibility necessary to respond to the 
rapid pace of technological development in biometric recognition.
    \119\ See NIST, The Organization of Scientific Area Committees 
for Forensic Science, OSAC Lexicon (defining the term template in 
facial identification as a set of biometric measurement data 
prepared by a facial recognition system from a facial image) (citing 
ANSI/ASTM Standard Terminology for Digital and Multimedia Evidence 
Examination), available at <a href="https://www.nist.gov/glossary/osac-lexicon?k=&name=template&committee=All&standard=&items_per_page=50#top">https://www.nist.gov/glossary/osac-lexicon?k=&name=template&committee=All&standard=&items_per_page=50#top</a>.
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    The Commission has carefully considered input from commenters 
emphasizing that biometric identifiers are important for uses such as 
identity authentication, security, age assurance, and virtual reality, 
and that expanding the definition of personal information to include 
biometric identifiers will make it more burdensome for operators to 
collect and use such data from children because they will need to 
notify parents and obtain verifiable parental consent. However, the 
Commission is persuaded that enabling parents to make decisions about 
whether operators are collecting and using their children's biometric 
identifiers for any purpose and the other benefits commenters 
identified associated with restricting the collection of children's 
biometric identifiers without parental consent outweigh the attendant 
burdens imposed on operators.\120\
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    \120\ See Consumer Reports, at 5 (arguing parents should know 
and have a choice when operators want to collect or process data 
about their child's most personal attributes, even if such 
activities are ephemeral). Importantly, the provision advances two 
of the goals for the COPPA statute identified in relevant 
legislative history: (1) enhancing parental involvement in a child's 
online activity to protect the privacy of children in the online 
environment, and (2) protecting children's privacy by limiting the 
collection of personal information from children without parental 
consent. 144 Cong. Rec. S12741-04, S12787 (1998) (statement of 
Senator Bryan).
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c. NPRM Questions Related to ``Personal Information''
i. Potential Exceptions Related to Biometric Data
    The Commission also solicited comments about whether it should 
consider establishing any exceptions to Rule requirements with regard 
to biometric data, such as when such data is promptly deleted.\121\ In 
the event that the Commission decided to add biometric identifiers to 
the definition of personal information, some industry commenters 
expressed support for adding an exception when there is prompt deletion 
of biometric data.\122\ These commenters suggested this would 
facilitate beneficial uses such as permitting use of biometric 
identifiers for identity verification or age assurance purposes.\123\
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    \121\ 89 FR 2034 at 2070 (Question 5).
    \122\ See, e.g., The Toy Association, at 3; Google, at 3; ITIC, 
at 2; Chamber, at 9; CCIA, at 3. For example, one industry commenter 
opposed including derived data in any definition related to 
biometric information and suggested a carveout for biometric data 
when an identifier is not used to identify a specific individual and 
is deleted promptly after collection. Epic Games, at 7. Another 
commenter that opposed the Commission's proposed inclusion of a 
biometric identifier provision in the definition of personal 
information also expressed support for a prompt deletion exception 
permitting use of biometric identifiers for purposes such as fraud 
and abuse prevention, complying with legal or regulatory 
requirements, service continuity, and ensuring the safety and age-
appropriateness of the service. SIIA, at 15.
    \123\ See, e.g., Google, at 3; Yoti, at 4-5; SIIA, at 15. See 
also Epic Games, at 8 (recommending adoption of a carveout that 
would preserve operators' ability to offer features such as motion 
capture that rely on limited biometric data to translate users' 
movements to animate non-realistic, in-game avatars).
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    Other commenters opposed creating any exceptions tied to prompt 
deletion of biometric identifiers.\124\ One consumer group commenter 
expressed concerns about operators ``implementing narrow deletion 
practices, while retaining the ability to

[[Page 16929]]

use and disclose biometric information for secondary purposes.'' \125\ 
Another commenter opposing the idea of a deletion exception emphasized 
the difficulty in verifying operators' compliance with their deletion 
obligations and suggested that some operators would be incentivized to 
retain biometric identifiers for their business models.\126\ A 
coalition of State attorneys general suggested that the ``mere fact 
that the data is collected and temporarily held makes it vulnerable to 
potential cybersecurity attacks or misuse.'' \127\ A public advocacy 
group commenter also contended it would be premature to adopt a new 
exception for biometric data based on the limited factual record in 
this rulemaking proceeding and suggested the Commission should instead 
consider adding to Sec.  312.12 of the Rule a new voluntary approval 
process for biometric-related exception requests.\128\
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    \124\ See, e.g., Children's Advocates Coalition, at 58; State 
Attorneys General Coalition, at 3; Consumer Reports, at 4-5.
    \125\ Children's Advocates Coalition, at 65.
    \126\ Internet Safety Labs, at 4. The Commission's enforcement 
experience suggests that these concerns are well-founded. See, e.g., 
Complaint, In re Everalbum, Inc., Dkt. No. C-4743, available at 
<a href="https://www.ftc.gov/system/files/documents/cases/1923172_-_everalbum_complaint_final.pdf">https://www.ftc.gov/system/files/documents/cases/1923172_-_everalbum_complaint_final.pdf</a>; Complaint, United States v. 
<a href="http://Amazon.com">Amazon.com</a>, Inc. et al., Case No. 2:23-cv-00811 (W.D. Wash. May 31, 
2023), available at <a href="https://www.ftc.gov/system/files/ftc_gov/pdf/Amazon-Complaint-%28Dkt.1%29.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/Amazon-Complaint-%28Dkt.1%29.pdf</a>.
    \127\ State Attorneys General Coalition, at 3.
    \128\ ACLU, at 15 (``Creating exceptions to the Rule's 
protections for biometrics should be done on a case-by-case basis 
with a robust factual record; it is thus better suited for the 
voluntary approval process rather than ordinary rulemaking.'').
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    A number of commenters suggested the Commission should consider 
exceptions for biometric identifiers that are based on specific use 
cases, such as when fingerprints or facial data are used for security 
or authentication purposes.\129\ One FTC-approved COPPA Safe Harbor 
program supported excepting the collection and use of biometric data 
for security purposes or for a limited purpose such as the temporary 
use of facial images for age verification or obtaining verifiable 
parental consent, followed by the data's prompt deletion.\130\
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    \129\ See, e.g., ConnectSafely, at 1 (``We strongly believe that 
biometric tools such as fingerprint and facial recognition should be 
available for all users to make sure that children and teens, as 
well as adults, are able to access services in the most secure way 
possible.''); M. Bleyleben, at 2 (``The decision whether or not to 
make an exception for biometric data that has been promptly deleted 
should be based on the use case, not solely on whether it has been 
deleted. For example, using biometrics for platform-based 
authentication (such as iPhone's face ID) is a positive use case 
that should be covered under any exception.''); IEEE Learning 
Engineering Consortium, at 5 (suggesting the Commission consider the 
context in which biometric data is collected and used and that use 
for security purposes might be treated differently under the COPPA 
Rule than biometric data used for tracking or monitoring behavior). 
Another commenter that generally opposed the Commission's proposed 
biometric identifier provision expressed support for a prompt 
deletion exception permitting the use of biometric identifiers for 
compliance purposes such as to facilitate ``fraud and abuse 
prevention, complying with legal or regulatory requirements, service 
continuity, and ensuring the safety and age-appropriateness of the 
service.'' SIIA, at 15.
    \130\ kidSAFE, at 4.
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    After carefully considering the record and comments related to this 
question, the Commission has decided not to add any additional 
exceptions to COPPA Rule requirements related to biometric data at this 
time, other than the exception to prior parental consent set forth in 
proposed Sec.  312.5(c)(9) in the 2024 NPRM for the collection of audio 
files containing a child's voice. The Commission has carefully 
considered the input from commenters emphasizing that biometric 
identifiers are important for uses such as identity authentication and 
security purposes, age assurance, and virtual reality, and that 
expanding the definition of personal information to include biometric 
identifiers will make it more burdensome for operators to collect and 
use such data from children.\131\ While technologies utilizing 
biometrics are developing rapidly, they still vary in terms of efficacy 
across use cases and across providers. Based on the current record, and 
in light of the uniquely personal and immutable nature of biometric 
identifiers and potential privacy and other harms when such data is 
misused, the Commission has concluded at this time that the impact on 
such uses and the burden placed on operators to obtain verifiable 
parental consent are outweighed by the benefit of providing greater 
protection for this sensitive data and enhancing control for parents. 
Further, as some commenters noted, storage of sensitive biometric 
identifiers for even limited periods of time increases the risk that 
such data will be compromised in a data security incident.
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    \131\ The Commission notes that COPPA's requirements relating to 
biometric identifiers apply only to operators of child-directed 
websites or online services--including those that have actual 
knowledge they are collecting personal information from users of 
another child-directed site or service--and operators that have 
actual knowledge they are collecting personal information from a 
child.
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ii. Government-Issued Identifiers
    The Commission also requested comment on whether it should revise 
the definition of ``personal information'' to specifically list 
government-issued identifiers beyond Social Security numbers that are 
currently included in the definition.\132\ The Commission received 
relatively few comments addressing this proposal, and all of them 
supported listing additional government-issued identifiers in the 
definition of ``personal information.'' \133\
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    \132\ 89 FR 2034 at 2070 (Question 7).
    \133\ See State Attorneys General Coalition, at 4 (recommending 
inclusion of passport and passport card numbers, Alien Registration 
numbers or other identifiers from United States Citizenship and 
Immigration Services, birth certificate numbers, identifiers used 
for public benefits, State ID card numbers, and student ID numbers); 
Consumer Reports, at 5-6 (suggesting inclusion of passport, birth 
certificate, and DMV-issued Child ID cards); EPIC, at 4 (expressing 
general support for including government-issued identifiers); Common 
Sense Media, at 7 (same); AASA, The School Superintendents 
Association, at 8 (same).
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    One commenter noted such identifiers are likely already covered 
under the existing definition of personal information, but suggested 
that adding an explicit provision for government-issued identifiers 
would provide greater clarity.\134\ A coalition of State attorney 
generals expressed the view that parents should have the right to 
review and to have discussions with their children before these highly 
sensitive identifiers are shared.\135\ Based on the comments and its 
enforcement experience, the Commission is persuaded that government-
issued identifiers can be used to identify and permit the physical or 
online contacting of a specific child and has concluded that it would 
be beneficial to expressly incorporate additional government 
identifiers in the definition of personal information in order to 
provide greater clarity. Therefore, paragraph 6 of the current 
definition of ``personal information'' which is ``a Social Security 
number'' will be amended to: ``[a] government-issued identifier, such 
as a Social Security, state identification card, birth certificate, or 
passport number.'' The Commission notes that the list of examples of 
specific government identifiers is not intended to be exhaustive.
---------------------------------------------------------------------------

    \134\ Consumer Reports, at 6.
    \135\ State Attorneys General Coalition, at 4.
---------------------------------------------------------------------------

iii. Screen and User Names
    Since the 2013 Amendments to the Rule, the definition of personal 
information has included screen or user names to the extent that these 
identifiers function in the same manner as ``online contact 
information.'' In the 2024 NPRM, the Commission sought comment on 
whether screen or user names should also be treated as online contact 
information or personal information if the screen or user names do not 
allow one user to contact another user through the operator's website 
or online service, but could enable one user to contact another by 
assuming that

[[Page 16930]]

the user to be contacted is using the same screen or user name on 
another site or service.\136\
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    \136\ 89 FR 2034 at 2070 (Question 4.a).
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    A minority of commenters expressed support for this 
suggestion.\137\ Some of these commenters suggested there is frequent 
reuse of screen and user names across platforms, and that screen and 
user names might allow entities to link information collected across 
various platforms.\138\ Another commenter cited safety concerns and 
suggested screen and user names can facilitate contact with, and the 
grooming of, children for sexual exploitation or other harms.\139\
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    \137\ Internet Safety Labs, at 3; AASA, The School 
Superintendents Association, at 8; ACLU, at 9-10; Center for AI and 
Digital Policy, at 2-3; Consumer Reports, at 3-4.
    \138\ See, e.g., Parent Coalition for Student Privacy, at 3,7; 
Consumer Reports, at 3-4; AASA, The School Superintendents 
Association, at 8.
    \139\ Center for AI and Digital Policy, at 2-3.
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    A majority of commenters opposed this proposal for a variety of 
reasons.\140\ Some of these commenters argued that the proposal to 
expand the definition is inconsistent with the COPPA statute because a 
screen or user name does not necessarily permit the physical or online 
contacting of a specific individual.\141\ Opponents also highlighted 
practical problems associated with such an expansion. For example, 
commenters suggested the proposal would likely result in operators 
treating all screen and user names as personal information because of 
the difficulty in determining whether a particular child has used the 
same screen or user name on other sites or services.\142\ Many 
commenters emphasized this result would adversely impact privacy 
interests of children and parents because it would require operators of 
websites or online services that do not currently collect personal 
information from children to need to do so in order to seek verifiable 
parental consent.\143\ Industry commenters also opined that the 
suggested expansion of screen and user names constituting personal 
information would require significant changes to common business 
practices and would impose significant burdens on operators related to 
changing such practices and trying to determine whether screen or user 
names are being re-used on other sites and services in ways that permit 
communication.\144\
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    \140\ See, e.g., Chamber, at 2-3; ESRB, at 23-25; ESA, at 8; 
IAB, at 5-6; kidSAFE, at 2-3; M. Bleyleben, at 2; CCIA, at 4, The 
Toy Association, at 3-4; Privacy for America, at 15-16; Epic Games, 
at 8-9.
    \141\ See, e.g., ESA, at 8; CCIA, at 4. At least one industry 
commenter contended that it is common for the same screen name or 
user name to be used by different children. See The Toy Association, 
at 3.
    \142\ IAB, at 5; ESA, at 9.
    \143\ For example, the U.S. Chamber of Commerce suggested many 
operators collect an anonymous username or screen name precisely to 
avoid collecting personal information--such as full name or email 
address--when such information is not otherwise needed and that a 
change to the definition would require operators to collect more 
personal information from children and their parent to seek 
verifiable parent consent. Chamber, at 2-3. See also ESRB, at 23-24; 
ESA, at 8; IAB, at 5-6; The Toy Association, at 3-4; Privacy for 
America, at 16; Epic Games, at 8.
    \144\ See, e.g., IAB, at 5 (suggesting operators cannot 
reasonably determine whether a particular child has used the same 
screen or user name across different sites or services); Epic Games, 
at 8 (stating that video game companies use anonymous screen and 
user names in many ways that do not facilitate the contacting of an 
individual in order to protect user privacy and arguing that it 
would be burdensome to require operators to monitor use of their 
screen names on third-party sites and services).
---------------------------------------------------------------------------

    The Commission currently does not have sufficient evidence 
concerning either the extent to which children are currently reusing 
their screen and user names across platforms or the prevalence of 
children being contacted via screen or user names through secondary 
platforms to warrant amending the Rule.\145\ Recognizing the 
difficulties operators might face in determining whether screen and 
user names are being used by specific individuals on other websites and 
online services, the Commission is persuaded that amending the Rule now 
to require operators to treat screen or user names that do not allow 
one user to contact another user through the operator's website or 
online service as personal information would likely cause operators to 
treat all screen and user names as personal information and have 
negative privacy consequences, including increased data collection by 
operators that currently do not need to collect personal 
information.\146\ After carefully considering the record and comments, 
the Commission has therefore concluded that it will not amend the 
definitions of personal information or online contact information at 
this time to include the suggestion discussed in Question Four of the 
``Questions for the Proposed Revisions to the Rule'' section of the 
2024 NPRM. The Commission notes that if a screen or user name collected 
online from a child is combined with other personal information, then 
it is considered personal information under the provision set forth in 
paragraph 10 of the Rule's definition of ``personal information.''
---------------------------------------------------------------------------

    \145\ See kidSAFE, at 2-3 (stating that it was not aware of any 
studies indicating children are using the same exact usernames 
across multiple online services, such that knowing a child's 
username on one online service would allow for direct communication 
on another online service).
    \146\ See ESA, at 8 (suggesting that restricting the use of 
anonymous screen names and user names would negatively impact the 
online experience for children and undermine the data minimization 
principles underlying COPPA and stating that many screen and user 
names are automatically generated and assigned by the service, and 
therefore would be unlikely to allow a user to contact another user 
on another website or online service).
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iv. Avatars
    The Commission solicited comments in Question Six of the 
``Questions for the Proposed Revisions to the Rule'' section of the 
2024 NPRM about whether an avatar generated from a child's image should 
constitute personal information under the Rule even if the photograph 
of the child is not itself uploaded to the site or service and no other 
personal information is collected from the child, and, if so, whether 
the current Rule provides sufficient coverage or whether further 
modifications to the definition of personal information are necessary 
to ensure coverage.\147\
---------------------------------------------------------------------------

    \147\ 89 FR 2034 at 2070 (Question 6).
---------------------------------------------------------------------------

    A minority of commenters supported treating avatars based on a 
child's image as personal information under the circumstances described 
in Question Six.\148\ A coalition of State attorneys general cited 
concerns about the possibility of reverse engineering from avatars that 
are generated using biometric data, and recommended amending the 
definition of personal information to include ``an avatar generated on 
the child's image and likeness, whether or not a photograph, video or 
audio file is provided or stored.'' \149\ Another commenter suggested 
that some popular platforms are encouraging the creation of realistic 
avatars modelled on users' biometric data and expressed concerns about 
the possibility that companies might ``collect data from an avatar to 
analyze and influence a child's behavior'' including through targeted

[[Page 16931]]

advertising.\150\ A consumer group contended that a likeness of a child 
generated from an image could alone, or when combined with other 
sources of information, be used to individually identify a child and 
suggested adding ``or likeness of a child'' to existing paragraph 8 of 
the COPPA Rule's personal information definition to provide coverage if 
the Commission decided not to adopt the NPRM proposal of including 
``data derived . . . from facial data'' in the biometric identifier 
provision in the personal information definition.\151\
---------------------------------------------------------------------------

    \148\ See, e.g., Consumer Reports, at 5; EPIC, at 3-4 
(recommending including avatars generated from a child's image); 
State Attorneys General Coalition, at 3-4 (same); Common Sense 
Media, at 13 (supporting adding avatars that are identifiable and 
are able to be contacted outside of a specific service or session); 
L. Lu, at 1 (recommending that definition of personal information 
include identifiable avatars). At least one commenter recommended 
the Commission treat all avatars as personal information, regardless 
of whether they are generated from a child's image. See Internet 
Safety Labs, at 4.
    \149\ State Attorneys General Coalition, at 4 (``If the avatars 
are based on the child's photograph or likeness, regardless of 
whether the original source is retained, the avatar could be used in 
the identification of the child, through many different methods 
including reverse image searches, facial recognition tools, or 
combining information gleaned from the avatar with other known 
elements of personal information.'').
    \150\ L. Lu, at 2.
    \151\ Consumer Reports, at 5. Paragraph 8 of the COPPA Rule's 
personal information definition encompasses ``[a] photograph, video, 
or audio file where such file contains a child's image or voice.'' 
16 CFR 312.2.
---------------------------------------------------------------------------

    Another commenter discussed potentially sensitive information that 
might be derived from avatars such as ethnicity or disability 
information, but suggested more research should precede expansion of 
the definition.\152\
---------------------------------------------------------------------------

    \152\ Yoti, at 5 (``An avatar could give evidence or clues as to 
age, gender, disability, ethnicity. . . If the avatar could be 
combined with additional information held by a service provider, to 
reasonably identify the avatar's human representative, that could 
pose greater risks to a minor. . . .'').
---------------------------------------------------------------------------

    For a variety of reasons, a majority of commenters opposed the idea 
of treating avatars described in Question Six as personal information 
under the Rule.\153\ Some of these commenters emphasized that avatars 
are often temporary, changeable, and not linkable to personal 
information.\154\ Many commenters raised statutory concerns about 
expanding the definition of personal information to include avatars, 
arguing that avatars are not individually identifiable and cannot be 
used for the physical or online contacting of a child.\155\ Some 
commenters suggested that if a photograph used to generate an avatar is 
processed locally on a device, the photograph and the avatar would be 
outside the scope of the COPPA statute and Rule because the photograph 
is not information collected or stored online.\156\ Several commenters 
argued the proposal would be inconsistent with existing FTC guidance 
permitting operators to blur the facial features in children's photos 
before posting the photos online in order to avoid collecting personal 
information.\157\ Commenters contended that avatars similarly obscure 
individually identifying information and should not be treated as 
personal information.\158\
---------------------------------------------------------------------------

    \153\ See, e.g., The Toy Association, at 3-4; ITIC, at 2-3; ESA, 
at 11-12; ESRB, at 25; Kidentify, at 3-4; Epic Games, at 9-10.
    \154\ See ITIC, at 3. See also Kidentify, at 4 (suggesting that 
avatars are rarely actually used in practice to identify or contact 
an individual in-game due to their frequently changing nature); 
CARU, at 7 (suggesting that avatars vary widely, and that many users 
do not base avatars on their own images); ACT [verbar] The App 
Association, at 5 (contending that avatars are temporary and 
alterable representations that often do not reflect personal 
characteristics of an individual user and do not enable contact).
    \155\ See, e.g., ITIC, at 3; SIIA, at 5, 15; IAB, at 7-8; 
Chamber, at 2; ACT [verbar] The App Association, at 5.
    \156\ ESA, at 11-12 (``[I]f the photograph of the child is not 
uploaded to the site or service, the photograph is processed locally 
on the device to generate the avatar. The FTC has previously 
recognized that local processing of a child's personal information 
does not trigger COPPA because the statute requires that personal 
information must be collected, used, or stored over the 
internet.''). See also Chamber, at 2 (suggesting that if an avatar 
image does not leave the device, no personal information is 
collected under COPPA); IAB, at 7 (same).
    \157\ See, e.g., ESA, at 12; NCTA, at 7. These commenters cited 
staff guidance in COPPA Frequently Asked Questions, Section F.3, and 
previous statements in the 2013 Statement of Basis and Purpose. See 
COPPA FAQs, FAQ Section F.3; 78 FR 3972 at 3982 n.123.
    \158\ See, e.g., NCTA, at 7 (suggesting that ``avatars, even if 
initially generated from a child's image, once altered do not 
constitute an identity of the sort that permits physical or online 
contacting of a child''); ESA, at 12 (contending that ``once a photo 
has been transformed into an avatar, facial recognition technology 
no longer is able to identify the specific individual'').
---------------------------------------------------------------------------

    Industry commenters also raised practical and policy-related 
objections to the idea of requiring operators to treat avatars 
generated from a child's image, in situations where the operator has 
not itself collected the child's photograph, as personal information. 
For example, commenters suggested that expanding coverage for avatars 
under the Rule would be burdensome and confusing, and introduce 
significant compliance challenges, particularly because operators that 
do not collect photographs or videos of users would have difficulty 
determining whether an avatar is created from a child's image.\159\ 
Commenters suggested that such uncertainty would deter online service 
providers from offering avatar-based features in games and related 
product offerings, and that this would negatively impact users' privacy 
and online experiences.\160\ Commenters argued that the use of avatars 
as online proxies is privacy-enhancing because they can, like screen 
and user names, be used by online services as a substitute for personal 
identification.\161\ Several commenters also urged the Commission to 
consider that avatars also benefit users by personalizing online 
experiences and allowing users to explore self-expression online.\162\
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    \159\ See, e.g., CARU, at 7; ITIC, at 3; Kidentify, at 3.
    \160\ See, e.g., Kidentify, at 3-4; CARU, at 7.
    \161\ See, e.g., M. Bleyleben, at 3; IAB, at 7-8; The Toy 
Association, at 3-4; SIIA, at 5; NCTA, at 6; Chamber, at 2; 
SuperAwesome, at 5.
    \162\ L. Lu, at 1; The Toy Association, at 3-4; ITIC, at 2-3; 
Chamber, at 2-3; SuperAwesome, at 5.
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    After carefully considering the record and comments, the Commission 
is persuaded that it would likely be difficult for operators to 
determine whether an avatar is generated from a child's image in 
situations where they have not collected an image of the child. For 
example, with the advent of generative AI, the Commission expects that 
it would be possible for a user to create a highly realistic avatar 
that might appear to be generated from a child's image. The Commission 
also does not currently have sufficient evidence that avatars are 
individually identifying. Indeed, a number of the comments received 
suggest that avatars are often temporary and may not resemble 
users.\163\ However, the Commission notes that an avatar that the 
operator collects online from a child and combines with another 
identifier included in the definition of personal information is 
personal information pursuant to paragraph 10 of the Rule's definition 
of personal information.\164\ The Commission further notes that it will 
continue to monitor marketplace and technological developments in this 
area and may revisit Rule amendments related to avatars in the 
future.\165\
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    \163\ See, e.g., M. Bleyleben, at 3; Kidentify, at 4; CARU, at 
7; ACT [verbar] The App Association, at 5.
    \164\ See FTC Press Release, FTC Will Require Microsoft to Pay 
$20 million over Charges it Illegally Collected Personal Information 
from Children without Their Parents' Consent (June 5, 2023), 
available at <a href="https://www.ftc.gov/news-events/news/press-releases/2023/06/ftc-will-require-microsoft-pay-20-million-over-charges-it-illegally-collected-personal-information">https://www.ftc.gov/news-events/news/press-releases/2023/06/ftc-will-require-microsoft-pay-20-million-over-charges-it-illegally-collected-personal-information</a> (discussing applicability 
of COPPA to avatars generated from a child's image when combined 
with other personal information).
    \165\ It is possible that if cross-platform use of avatars 
becomes common, avatars could be used to identify and contact 
specific individuals and track users across domains. See M. 
Bleyleben, at 3.
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v. Information Concerning the Child or the Parents of That Child
    The definition of personal information in the current Rule includes 
``information concerning the child or the parents of that child that 
the operator collects online from the child and combines with an 
identifier described in [the Rule's definition of ``personal 
information''].'' \166\ This provision includes the same language found 
in the COPPA statute's definition of personal information.\167\ In the 
2024 NPRM, the Commission solicited comments about whether the phrase

[[Page 16932]]

``concerning the child or the parents of that child'' in the Rule 
requires further clarification.\168\ The Commission received relatively 
few significant comments.
---------------------------------------------------------------------------

    \166\ 16 CFR 312.2.
    \167\ 15 U.S.C. 6501(8)(G).
    \168\ 89 FR 2034 at 2070 (Question 8).
---------------------------------------------------------------------------

    A coalition of State attorneys general suggested the Commission 
consider amending this provision to: ``information concerning the child 
or the parents of that child that the operator collects online from the 
child and combines with an identifier described in [the Rule's 
definition of `personal information'], or which may otherwise be linked 
or reasonably linkable to personal information of the child.'' \169\ In 
response, the Commission observes this provision already provides broad 
coverage for information concerning children and parents that the 
operator collects online from a child when it is combined with 
identifiers included in the Rule's definition of personal information 
and declines to expand coverage to the extent proposed by this 
commenter.
---------------------------------------------------------------------------

    \169\ State Attorneys General Coalition, at 5. See also SIIA, at 
9 (suggesting the word ``concerning'' is potentially overbroad and 
recommending adding language to the provision to limit coverage to 
data that is ``linked or reasonably linkable'' to the child or 
parents of that child).
---------------------------------------------------------------------------

    A number of commenters asked the Commission to clarify when, or if, 
inferred data would be considered personal information under the 
provision in paragraph 10 of the Rule's definition of personal 
information.\170\ One consumer group stated that it disagreed with the 
Commission's earlier conclusion in the 2024 NPRM that inferred data is 
outside the scope of the COPPA statute \171\ and urged the Commission 
to state specifically that information inferred about a child is 
information ``concerning the child.'' \172\ This commenter noted that 
inferred data is commonly used to categorize individuals for marketing 
purposes and suggested parents should have the right both to be 
notified when this information is generated and to delete such 
information when the disclosure of a ``business' assumptions about a 
child carry the risk for personal embarrassment, social stigmatization, 
[or] discrimination, [and] could be used as a basis to make legal or 
other similarly significant decisions.'' \173\
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    \170\ See, e.g., CDT, at 5-6; CIPL, at 5; IAB, at 8-9.
    \171\ See 89 FR 2034 at 2042 (``The Commission has decided not 
to propose including inferred data or data that may serve as a proxy 
for `personal information' within the definition. . . . [T]o the 
extent data is collected from a source other than the child, such 
information is outside the scope of the COPPA statute and such an 
expansion would exceed the Commission's authority.'').
    \172\ Consumer Reports, at 6.
    \173\ Id.
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    Several industry commenters asked the Commission to confirm that 
the catch-all provision in paragraph 10 of the definition of personal 
information does not extend to inferred data.\174\ Others expressed 
concern about potential interference with the support for the internal 
operations exception if inferred data not collected from a child and 
linked to persistent identifiers were to be covered by the catch-all 
provision.\175\ To clarify that inferred information can be combined 
with persistent identifiers to support the internal operations of a 
site or service without parental consent, some commenters suggested 
amending the catch-all provision in the Rule's definition of personal 
information to ``information concerning the child or the parents of 
that child that the operator collects online from the child and 
combines with an identifier described in this definition, except to the 
extent such information is combined with a persistent identifier and 
used solely to support internal operations.'' \176\
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    \174\ See, e.g., ESA, at 12 (urging Commission to clarify a 
statement in the 2024 NPRM suggesting that inferred data could fall 
within COPPA's catch-all provision if combined with other 
identifiers listed in the definition of personal information and 
arguing that inferred data does not fall under the catch-all 
provision if it is not collected from a child online); CIPL, at 5 
(same); CDT, at 5-6 (asking the Commission to clarify when and how 
the catch-all provision applies to inferred data).
    \175\ See, e.g., Chamber, at 4; ESA, at 12-13.
    \176\ See Epic Games, at 10; ESA, at 12-13.
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    After carefully considering the record and comments related to this 
question, the Commission has decided to retain the existing language in 
paragraph 10 of the Rule's definition of personal information, which 
tracks the definition in the COPPA statute and provides broad coverage 
for a wide range of information that is collected from children when 
such information is combined with other identifiers set forth in the 
definition.\177\ While the Commission agrees that inferred or proxy 
data about a child may sometimes include sensitive information 
presenting privacy risks, the COPPA statute regulates the collection of 
personal information from a child,\178\ and inferred or proxy data that 
is derived from information collected from sources other than a child 
therefore cannot be treated as personal information under the COPPA 
statute.
---------------------------------------------------------------------------

    \177\ See 64 FR 59888 at 59892 (definition of personal 
information covers ``non-individually identifiable information 
(e.g., information about a child's hobbies or toys) that is 
associated with an identifier'').
    \178\ See 15 U.S.C. 6502(a)(1).
---------------------------------------------------------------------------

d. The Commission Adopts Amendments Regarding ``Personal Information''
    As discussed earlier, after carefully considering the record and 
comments, the Commission is adopting an amended version of the 
biometric provision proposed in the 2024 NPRM to be included in the 
definition of personal information. Specifically, the Commission has 
decided not to include the language ``data derived from voice data, 
gait data, or facial data'' in the provision for the reasons discussed 
in Part II.B.3.b. The Commission has also decided to replace the word 
``including'' with ``such as'' and to provide additional illustrative 
examples of biometric identifiers to provide further clarity concerning 
the provision's coverage. The language the Commission is adopting for 
the biometric identifier provision in the final Rule's definition of 
personal information includes the following: ``A biometric identifier 
that can be used for the automated or semi-automated recognition of an 
individual, such as fingerprints; handprints; retina patterns; iris 
patterns; genetic data, including a DNA sequence; voiceprints; gait 
patterns; facial templates; or faceprints[.]'' As discussed in Part 
II.B.3.c.ii, the Commission has also decided to amend paragraph 6 of 
the definition of personal information to include ``[a] government-
issued identifier, such as a Social Security, [S]tate identification 
card, birth certificate, or passport number[.]''
4. Definition of ``Support for the Internal Operations of the Website 
or Online Service''
a. The Commission's Proposal Regarding ``Support for the Internal 
Operations of the Website or Online Service''
    The current Rule defines ``support for the internal operations of 
the website or online service'' to include seven enumerated activities 
and further provides that the information collected to perform such 
activities cannot be used or disclosed to ``contact a specific 
individual, including through behavioral advertising, to amass a 
profile on a specific individual, or for any other purpose.'' \179\ In 
the 2024

[[Page 16933]]

NPRM, the Commission proposed two substantive amendments to the 
definition's use restriction. First, the Commission proposed an 
amendment clarifying that the information collected for the enumerated 
activities in the definition may be used or disclosed to carry out 
those activities.\180\ Second, the Commission proposed expanding the 
non-exhaustive list of use restrictions in the definition to prohibit 
operators relying on the support for the internal operations exception 
to the COPPA Rule's verifiable parental consent requirement from using 
or disclosing personal information to contact a specific individual 
``in connection with processes that encourage or prompt use of a 
website or online service.'' \181\ The Commission also solicited 
comments about ``whether and how the Rule should differentiate between 
techniques used solely to promote a child's engagement with the website 
or online service and those techniques that provide other functions, 
such as to personalize the child's experience on the website or online 
service.'' \182\
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    \179\ 16 CFR 312.2, definition of ``support for the internal 
operations of the website or online service.'' In adopting the 2013 
Amendments to the Rule, the Commission observed that a number of 
functions fall within the scope of the enumerated activities in the 
definition of ``support for the internal operations of the website 
or online service.'' Specifically, the Commission recognized that 
``intellectual property protection, payment and delivery functions, 
spam protection, optimization, statistical reporting, or de-
bugging'' are covered by the definitional language permitting 
activities that ``maintain or analyze'' the functioning of the 
website or online service or those that protect the ``security or 
integrity'' of the website or online service. 78 FR 3972 at 3981. In 
the 2024 NPRM, the Commission explained its reasons for declining to 
expand or narrow the list of activities included in the definition 
as suggested by some commenters. 89 FR 2034 at 2044-2045. The 
Commission also clarified that ad attribution, personalization, 
product improvement, and fraud prevention fall within the scope of 
the activities already enumerated in the definition. 89 FR 2034 at 
2045.
    \180\ 89 FR 2034 at 2050. See also id. at 2045.
    \181\ Id. at 2072. See also id. at 2045.
    \182\ Id. at 2046, 2070-71 (Question 15). Commenters suggested 
various alternatives to the proposed amendment that are responsive 
to this question. For example, an FTC-approved COPPA Safe Harbor 
program urged the Commission to drop the proposed restriction or 
adjust it in a way that distinguishes ``between engagement 
techniques that are intrusive, misleading, or unexpected, versus 
ones that are reasonable and/or core to the functioning of the 
service'' and specifically suggested the alternative language of 
``in connection with processes that encourage or prompt continuous 
use of a website or online service in a manner not core to the 
function of the service or not reasonably expected by the user, or 
for any other purpose.'' kidSAFE, at 6 (emphasis in original). An 
industry commenter contended that ``engagement techniques falling 
outside the Support for Internal Operations exception should be 
restricted to practices that have negative consequences for 
children, rather than restricting things that simply make a service 
more relevant for them, notify them of rewards, or even promote an 
age-appropriate experience.'' Chamber, at 5. Another industry 
commenter that objected to changing the definition suggested in the 
alternative that the Commission ``should clarify that these 
restrictions do not apply to techniques used to drive engagement for 
purposes that benefit children . . . and personalization that seeks 
to make a service more relevant.'' Google, at 10. In response, the 
Commission notes that it believes such alternatives would introduce 
considerable uncertainty given the variation in possible conclusions 
as to whether, for example, a prompt is intrusive or has a negative 
consequence and would be difficult for the Commission to enforce for 
the same reason.
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b. Public Comments Received in Response to the Commission's Proposal 
Regarding ``Support for the Internal Operations of the Website or 
Online Service''
    The Commission received at least one comment supporting the first 
proposed amendment to the definition of ``support for the internal 
operations of the website or online service'' \183\ and did not receive 
any comments objecting to it. The Commission received a number of 
comments both for and against the proposal to expand the non-exhaustive 
list of use restrictions in the definition to include efforts to 
contact a specific individual ``with processes that encourage or prompt 
use of a website or online service.''
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    \183\ See CIPL, at 6.
---------------------------------------------------------------------------

    A number of consumer advocacy groups, school-related groups, 
governmental commenters, and other commenters supported the proposal to 
restrict the use of persistent identifiers collected under the support 
for the internal operations exception to COPPA's verifiable parental 
consent requirement to contact a specific individual in order to 
encourage or prompt use of a website or online service.\184\ For 
example, commenters supporting the additional restriction contended it 
is necessary to address the use of engagement techniques that exploit 
children's developmental vulnerabilities \185\ and the potential 
adverse impacts on mental health associated with children spending 
extended periods of time online or engaging with social media 
platforms.\186\ At least one commenter suggested that parents should be 
given the opportunity to decide whether to consent to the use of their 
children's personal information to feed features that encourage 
engagement with websites or online services.\187\ Other supportive 
commenters contended that using children's personal information to 
encourage or prompt use of a website or online service would be 
inconsistent with the intended purpose of the support for the internal 
operations exception.\188\ Other commenters, while generally supporting 
the Commission's proposal, suggested push notifications and prompts 
encouraging children to use a website or online service should be 
permissible in certain settings, such as ``to promote pedagogical 
engagement on edtech platforms.'' \189\
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    \184\ See, e.g., S. Winkler, at 1-2; Children and Screens, at 2; 
NYC Technology and Innovation Office, at 2-3; Mental Health America, 
at 1-2; ASSA, The School Superintendents Association, at 5; 
SuperAwesome, at 4; Motley Rice, at 13; Sandy Hook Promise, at 5; 
Children's Advocates Coalition, at 29-31; Family Online Safety 
Institute, at 2-3; Data Quality Campaign, at 4; Anonymous, Doc. FTC-
2024-0003-0125, at 1; Anonymous, Doc. FTC-2024-0003-0127, at 1.
    \185\ See, e.g., Children's Advocates Coalition, at 29 
(``[E]ngagement-maximizing techniques pose particular risks when 
used on minors, who are developmentally vulnerable to features and 
functions designed to extend their use of a website or service.'').
    \186\ See, e.g., S. Winkler, at 1-2; Children and Screens, at 2; 
Data Quality Campaign, at 4; Mental Health America, at 1-2.
    \187\ S. Winkler, at 1-2.
    \188\ See, e.g., Children and Screens, at 2 (suggesting ``[s]uch 
uses are an abuse of the exception. . . .''); Children's Advocates 
Coalition, at 29 (contending children's ``nascent executive function 
skills related to `impulse control, decision-making, attentional 
flexibility, planning, self-regulation' . . . make it particularly 
difficult for children to resist prompts to return to or stay on a 
platform'' and suggesting that ``[u]sing a child's personal data to 
exploit these vulnerabilities via notifications or nudges exceeds 
the limited practical purposes for which the internal operations 
exception is intended'') (internal citation omitted). As part of the 
2013 Amendments to the Rule, the Commission explained that the 
support for the internal operations exception reflects the agency's 
recognition that ``persistent identifiers are [] used for a host of 
functions that have little or nothing to do with contacting a 
specific individual, and that these uses are fundamental to the 
smooth functioning of the internet, the quality of the site or 
service, and the individual users' experience.'' 78 FR 3972 at 3980.
    \189\ ASSA, The School Superintendents Association, at 5. See 
also Advanced Education Research and Development Fund, at 7. Some 
commenters opposing the proposal raised similar concerns about the 
importance of avoiding amendments to the Rule that would interfere 
with beneficial features of ed tech products or services. See, e.g., 
Google, at 10 (discussing ed tech and language learning products and 
arguing the proposed change should not apply to ``techniques used to 
drive engagement for purposes that benefit children (e.g., sending 
them important reminders) and personalization that seeks to make a 
service more relevant.''); SIIA, at 6 (contending that ``machine 
learning `prompting' or `nudging''' may be beneficial in some 
circumstances such as ``algorithmic or machine learning prompts for 
the purposes of meeting learning objectives . . . in the context of 
education technology (specifically adaptive and/or personalized 
learning)'').
---------------------------------------------------------------------------

    For a variety of reasons, a majority of commenters that weighed in 
on this proposal, representing different types of stakeholders, opposed 
amending the definition's use restriction to prohibit operators from 
relying on the support for the internal operations exception when 
persistent identifiers are being used in connection with processes that 
encourage or prompt the use of a website or online service.\190\ 
Several

[[Page 16934]]

industry group commenters suggested the proposal falls outside the 
scope of the objectives that the COPPA statute was intended to address 
and exceeds the Commission's statutory authority.\191\
---------------------------------------------------------------------------

    \190\ See, e.g., SIIA, at 5-6, 16; Chamber, at 5; ACLU, at 21-
22; ESA, at 16-18; IAB, at 18-20; NCTA, at 13-14; ACT [verbar] The 
App Association, at 7-8; Scalia Law School Program on Economics & 
Privacy and University of Florida Brechner Center, at 5-6; kidSAFE, 
at 5-6; ANA, at 14-15; CCIA, at 5; Google, at 9-10; The Toy 
Association, at 2-3; Future of Privacy Forum, at 8-9.
    \191\ See, e.g., Google, at 9-10 (``None of the objectives that 
COPPA was designed to achieve, or harms that COPPA was intended to 
prevent, have anything to do with children's engagement with online 
content. The FTC's attempt to regulate children's engagement with 
content through the COPPA Rule goes beyond its statutory authority 
and is the type of value judgment that is appropriately reserved for 
Congress.''); Chamber, at 5 (suggesting ``it is not clear that COPPA 
confers authority on the FTC to propose this restriction''); ESA, at 
18 (``The intent of COPPA was not to regulate how operators design 
experiences for children online beyond the specific requirements 
related to the processing of children's personal information. The 
FTC should not use this rulemaking to implement age-appropriate-
design-code-style features that would overstep its statutory 
authority and congressional intent in order to, for example, 
restrict the amount of time children spend online.''); IAB, at 19 
(``COPPA is intended to protect the privacy and safety of children's 
personal information online, not to be a `design code' statute.''); 
NCTA, at 14 (arguing that proposal is ``outside the scope of COPPA's 
remit, which is to protect privacy of children online'') (emphasis 
in original).
---------------------------------------------------------------------------

    Several commenters asserted the proposed language is vague or 
overbroad and fails to give operators adequate notice of the prohibited 
conduct.\192\ Another commenter suggested the proposed language is 
``potentially broader than the concerns of maximizing user engagement 
and could include something as infrequently as one notification per 
day.'' \193\ Other commenters argued the proposed restriction is broad 
enough to potentially include any design feature improving the user 
experience, because a streamlined or personalized user experience could 
be viewed as encouraging or prompting the use of the service.\194\
---------------------------------------------------------------------------

    \192\ See, e.g., ESA, at 16 (suggesting language ``does not 
clearly indicate the type of functions and features that are 
prohibited by the proposed restriction'' and therefore does not 
provide adequate notice to operators about what is prohibited); 
NCTA, at 14 (contending proposal is vague and unenforceable); 
kidSAFE, at 5 (arguing restriction is too broad and may require 
operators to obtain verifiable parental consent and increase data 
collection ``for prompts that are essential to the core function of 
child-directed services and reasonably expected by users of those 
services''); IAB, at 18-19 (``[T]he prohibition could be read 
expansively as applying to a wide range of design practices that 
benefit consumers, including `personalization' and `optimization' 
expressly permitted under the support for internal operations 
exception.''); ANA, at 15 (arguing ``proposed restriction is vague 
and unclear'').
    \193\ Future of Privacy Forum, at 9.
    \194\ See, e.g., ESA, at 16-17; NCTA, at 14 (``[T]he language 
could be interpreted that any design feature that improves user 
experience is problematic. . . .'') (emphasis in original); Scalia 
Law School Program on Economics & Privacy and University of Florida 
Brechner Center, at 6 (suggesting proposal will adversely impact 
quality of online services for children because ``[u]nder the 
potentially vast and highly subjective standard proposed by the 
Commission, taking actions to improve one's service risks being 
deemed by the Commission to have `encouraged' use or attention''); 
American Association of Advertising Agencies (``4A's''), at 3 (``The 
use of persistent identifiers for personalization allows operators 
to provide valuable benefits to children including reactive learning 
environments, tailored and improved products, and fraud prevention 
services. In the longer term, widespread disruption of these 
services by way of requiring verifiable parental consent would mean 
a significantly downgraded user experience for children as they 
engage safely online.''); IAB, at 18-19; ANA, at 15 (``On its face, 
this proposal could restrict any feature that makes the offered 
services more enjoyable or interesting to kids.'') (emphasis in 
original). See also NCTA, at 14 (``Even if the FTC's intention is to 
protect children against dark patterns, addictive features, or other 
putatively manipulative characteristics and capabilities, the 
proposed language sweeps far more broadly and threatens to interfere 
with beneficial capabilities that enhance user experience.'').
---------------------------------------------------------------------------

    Many commenters emphasized that the proposed restriction could have 
unintended consequences, such as preventing operators from using 
prompts and notifications that are beneficial for children.\195\ For 
example, commenters mentioned features in educational products that 
rely on push notifications to help children remain focused on studies 
or notifications to children related to taking turns in an online 
game.\196\ Another commenter opposing the additional restriction urged 
the Commission to consider positive use cases for prompts such as 
``reminders about meditation apps, homework assignment reminders, and 
notifications about language lessons.'' \197\ Another commenter 
criticized the proposal for failing to ``differentiate between features 
that are: (1) commercial in nature or enable access to third parties 
and/or harmful content, and (2) [those] intended to helpfully 
personalize a child's experience.'' \198\
---------------------------------------------------------------------------

    \195\ See, e.g., SIIA, at 6, 19-20 (suggesting proposal would 
prohibit useful notifications and machine learning-based prompts 
reminding students to complete lessons or homework); Chamber, at 5; 
IAB, at 18-19; ACT [verbar] The App Association, at 7-8; CIPL, at 6 
(requesting clarification of the terms used in proposal and 
suggesting undefined phrase of `` `encourage or prompt use' . . . 
could unwittingly prohibit innovative and beneficial uses for end 
users. . .'').
    \196\ See, e.g., CCIA, at 5 (``Some educational applications . . 
. utilize push notifications to help children remain focused on 
their studies, including in conjunction with usage `streaks' and 
other methods intended to gamify learning for children's 
benefit.''); E. Tabatabai, at 12-13 (stating that ed tech operators 
often use ``benign forms of encouragement to make a learning 
activity more enjoyable . . . and to increase the learning benefit 
for the child by encouraging additional practice''); kidSAFE, at 5-6 
(suggesting restriction is overbroad and would apply to beneficial 
prompts such as (1) an educational website sending alert to student 
that a teacher has assigned new materials or graded an assignment; 
(2) a chess game sending an in-app notification that the next move 
is ready; (3) a connected toy device displaying an indicator that 
the device is ready to be used after software update or completed 
battery charge; (4) language learning apps prompting learner to 
engage in scheduled practice-based curriculum; (5) notice of friend 
request or that friend request has been accepted; and (6) an email 
alert informing user to confirm login to account from an 
unrecognized device).
    \197\ Future of Privacy Forum, at 9.
    \198\ ACT [verbar] The App Association, at 7-8.
---------------------------------------------------------------------------

    Other industry and public interest group commenters argued that the 
proposed use restriction unduly restricts legal speech and may violate 
First Amendment constitutional protections.\199\ At least one public 
interest group commenter urged the Commission to address the misuse of 
push notifications through guidance and enforcement rather than with 
rulemaking and further suggested that changing the Rule to 
categorically prohibit push notifications would, in some circumstances, 
be inconsistent with the COPPA statute's requirement that agency 
regulations permit operators to respond ``more than once directly to a 
specific request from the child'' as long as parents are provided with 
notice and an opportunity to opt out.\200\
---------------------------------------------------------------------------

    \199\ See, e.g., Chamber, at 5; ACLU, at 21; NCTA, at 13 
(stating COPPA statute is not an age appropriate design code and 
that ``such efforts at the state level are actively being challenged 
on constitutional grounds as impermissible restrictions on 
speech''); ACT [verbar] The App Association, at 8 (suggesting 
regulation of engagement techniques as proposed would restrict 
access to legal content online and ``gives rise to First Amendment 
concerns''). See also ESA, at 18 (contending an ``overly broad 
interpretation of this prohibition could also unconstitutionally 
limit adults' ability to access online content by making sites and 
services less easy to use (e.g., by limiting personalization)'').
    \200\ See ACLU, at 22 (citing 15 U.S.C. 6502(b)(2)(C)).
---------------------------------------------------------------------------

c. The Commission Adopts Amendments Regarding ``Support for the 
Internal Operations of the Website or Online Service''
    After carefully considering the record and comments, and for the 
reasons discussed in Part II.B.4.b of this document, the Commission 
adopts the proposed amendment clarifying that persistent identifiers 
used for the activities enumerated in paragraphs (1)(i) through (vii) 
of the definition of ``support for the internal operations of the 
website or online service'' may be used or disclosed in connection with 
those activities.\201\
---------------------------------------------------------------------------

    \201\ See supra note 179.
---------------------------------------------------------------------------

    By contrast, the Commission is persuaded that adding ``in 
connection with processes that encourage or prompt use of a website or 
online service'' to the use restriction as proposed is overly broad and 
would constrain beneficial prompts and notifications, as well as those 
that prolong children's engagement with sites and services, in

[[Page 16935]]

ways that may be detrimental. Although the Commission is not making 
this proposed change to the Rule, the Commission notes the proposal is 
consistent with the goals of the COPPA statute, which include 
protecting children's privacy by ``enhancing parental involvement in a 
child's online activities'' and ``by limiting the collection of 
personal information from children without parental consent.'' \202\ 
The Commission shares supportive commenters' concerns regarding 
practices that operators employ to maximize children's engagement with 
online services \203\ and notes that it may pursue enforcement under 
section 5 of the FTC Act in appropriate cases to address unfair or 
deceptive acts or practices encouraging prolonged use of websites and 
online services that increase risks of harm to children.\204\ The 
Commission also reiterates that the support for the internal operations 
exception restricts the use of persistent identifiers, without parental 
consent, to what is ``necessary'' for the activities enumerated in 
paragraphs 1(i) through (vii) of the definition of the ``support for 
the internal operations of the website or online service.'' \205\
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    \202\ See 144 Cong. Rec. S12787-04, S12787 (1998) (statement of 
Senator Bryan).
    \203\ See, e.g., FTC Press Release, FTC Announces Virtual 
Workshop on the Attention Economy: Monopolizing Kids' Time Online 
(Sept. 26, 2024), available at <a href="https://www.ftc.gov/news-events/news/press-releases/2024/09/ftc-announces-virtual-workshop-attention-economy-monopolizing-kids-time-online">https://www.ftc.gov/news-events/news/press-releases/2024/09/ftc-announces-virtual-workshop-attention-economy-monopolizing-kids-time-online</a>.
    \204\ There may be circumstances where the collection of 
personal information for the purposes of increasing engagement could 
violate Sec.  312.7 of the COPPA Rule, where an operator conditions 
a child's participation in an activity on the collection of such 
information and such information is more than is reasonably 
necessary to participate in the activity. See 16 CFR 312.7.
    \205\ See 16 CFR 312.2.
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d. NPRM Question Nine: Personalization and ``Support for the Internal 
Operations of the Website or Online Service''
    In Question Nine of the ``Questions for the Proposed Revisions to 
the Rule'' section of the 2024 NPRM, the Commission noted that some 
commenters on the 2019 Rule Review Initiation recommended modifications 
to the ``support for the internal operations of the website or online 
service'' definition to limit personalization to ``user-driven'' 
actions and to exclude methods designed to maximize user 
engagement.\206\ To follow up on those recommendations, the 2024 NPRM 
requested comment as to the circumstances under which personalization 
would be considered ``user-driven'' versus ``operator-driven'' and as 
to how operators use persistent identifiers, as defined by the COPPA 
Rule, to maximize user engagement with a website or online 
service.\207\
---------------------------------------------------------------------------

    \206\ 89 FR 2034 at 2070.
    \207\ Id.
---------------------------------------------------------------------------

    Most commenters that responded to Question Nine recommended against 
the Commission amending the definition of ``support for the internal 
operations of the website or online service'' to differentiate between 
user-driven versus operator-driven personalization actions.\208\ Some 
such commenters expressed concern that the meaning of ``user-driven'' 
personalization is not clear.\209\ Some commenters asserted that an 
attempt to draw a distinction between user-driven and operator-driven 
personalization might violate the First Amendment or exceed the 
Commission's authority under the COPPA statute.\210\ Some opined that 
such a distinction does not take into account how operator-driven 
personalization can benefit children in educational and other 
contexts.\211\
---------------------------------------------------------------------------

    \208\ See, e.g., ACLU, at 21-22; Privacy for America, at 14; 
ANA, at 9; Center for AI and Digital Policy, at 6-7; ESA, at 17; 
CCIA, at 4-5; SIIA, at 16; News/Media Alliance, at 3; Chamber, at 5; 
kidSAFE, at 6.
    \209\ See, e.g., ACLU, at 21-22.
    \210\ See, e.g., Chamber, at 5; Privacy for America, at 14.
    \211\ See, e.g., ESA, at 17; News/Media Alliance, at 3; ANA, at 
9.
---------------------------------------------------------------------------

    By contrast, a coalition of State attorneys general recommended 
that the Commission amend the definition of ``support for the internal 
operations of the website or online service'' to limit 
``personalization'' to ``user-driven'' actions.\212\ Specifically, the 
coalition proposed that the Commission limit user-driven 
personalization to tools that enable users to customize their 
experience by, for example, configuring layout, content, or system 
functionality, while excluding personalization that is ``based on data 
collected from what users search, purchase, and watch.'' \213\ The 
Center for Democracy and Technology also expressed general support for 
limiting the definition to user-driven rather than operator-driven 
personalization.\214\ This commenter suggested that, if a user signs 
into his or her account on an app where the user selects an option to 
see more of a particular type of content or creator, such action should 
be deemed to be user-driven personalization that falls within the 
support for the internal operations definition.\215\ A few commenters 
recommended that the Commission restrict the use of the support for the 
internal operations exception to the COPPA Rule's verifiable parental 
consent requirement so that it would not be available for user-driven 
or operator-driven personalization.\216\
---------------------------------------------------------------------------

    \212\ State Attorneys General Coalition, at 6.
    \213\ Id.
    \214\ CDT, at 6.
    \215\ Id.
    \216\ See, e.g., Center for AI and Digital Policy, at 6-7; T. 
McGhee, at 10.
---------------------------------------------------------------------------

    Some commenters recommended that, if the Commission decides to 
exclude some personalization techniques from the support for the 
internal operations of the website or online service definition, the 
Commission should focus only on personalization that is based upon user 
profiling \217\ or permit personalization in educational products that 
schools have consented for children to use or that facilitate adaptive 
learning.\218\ Relatedly, an individual commenter opined that operator-
driven, profile-based personalization can be beneficial in contexts 
such as ``delivering age-appropriate content, restricting display of 
adult content, restricting contact by adults, serving content that is 
relevant to the user, [and] enriching the functionality for a user.'' 
\219\
---------------------------------------------------------------------------

    \217\ See, e.g., ACLU, at 21-22. See also, e.g., Consumer 
Reports, at 7 (opining that the support for the internal operations 
exception might properly permit operator-driven personalization for 
purposes such as preserving a child's progress within a game but 
should not permit operator-driven personalization to create profiles 
of children).
    \218\ See Advanced Education Research and Development Fund, at 
7.
    \219\ M. Bleyleben, at 4.
---------------------------------------------------------------------------

    Having carefully considered the record and comments regarding the 
idea of amending the support for the internal operations of the website 
or online service definition to exclude operator-driven 
personalization, the Commission finds persuasive the reasons set forth 
by commenters that recommended the Commission decline to make such an 
amendment. The Commission therefore declines to make such an amendment 
to the definition at this time.\220\
---------------------------------------------------------------------------

    \220\ The Commission received relatively little specific 
response to the portion of Question Nine that asked how operators 
use persistent identifiers to maximize user engagement. For the 
reasons set forth in Part II.D.5.c, the Commission is not moving 
forward with the 2024 NPRM's proposal to prohibit operators from 
using the support for the internal operations exception to the COPPA 
Rule's verifiable consent requirement in conjunction with processes 
that encourage or prompt use of a website or online service.
---------------------------------------------------------------------------

e. NPRM Question Ten: Contextual Advertising
    The 2024 NPRM noted that the support for the internal operations 
exception to the COPPA Rule's verifiable parental consent requirement 
permits operators to collect persistent identifiers for contextual 
advertising purposes without parental consent as

[[Page 16936]]

long as they do not also collect other personal information.\221\ 
Question Ten of the ``Questions for the Proposed Revisions to the 
Rule'' section of the NPRM requested comment on whether the Commission 
should consider changes to the COPPA Rule's treatment of contextual 
advertising due to the current sophistication of contextual 
advertising, ``including that personal information collected from users 
may be used to enable companies to target contextual advertising to 
some extent.'' \222\
---------------------------------------------------------------------------

    \221\ 89 FR 2034 at 2043.
    \222\ Id. at 2070.
---------------------------------------------------------------------------

    Several commenters responded to Question Ten by expressing concerns 
with the COPPA Rule's treatment of contextual advertising.\223\ Some 
commenters opined generally that contextual advertising closely 
resembles targeted advertising by relying upon user-level data and 
inferences and the use of artificial intelligence.\224\ One commenter 
stated that the COPPA Rule's support for the internal operations 
exception to the verifiable parental consent requirement does not need 
to include contextual advertising because persistent identifiers are 
not needed for contextual advertising, and including within the 
exception the use of persistent identifiers for contextual advertising 
``simply opens the door to the sharing of personal information with 
third parties who do not need it'' and ``invit[es] leakage into the 
broader ad ecosystem.'' \225\ Some commenters asserted that contextual 
advertising allows entities such as data brokers to create and sell 
profiles.\226\ Commenters raising these concerns recommended that the 
Commission respond by, for example, providing greater clarity as to the 
meaning of ``contextual'' advertising, including by narrowing the 
support for the internal operations exception to permit only contextual 
advertising that does not vary based on personal information collected 
from, or related to, the child or by stating explicitly that operators 
should restrict the personal information collected for contextual 
advertising to what is strictly necessary to deliver contextual 
advertising.\227\
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    \223\ See, e.g., Internet Safety Labs, at 5-6; EPIC, at 6-8; M. 
Bleyleben, at 1, 4-5; State Attorneys General Coalition, at 6-8; 
Consumer Reports, at 7-8; CDT, at 7; SuperAwesome, at 2-4; T. 
McGhee, at 11.
    \224\ See, e.g., EPIC, at 6-8; State Attorneys General 
Coalition, at 7-8.
    \225\ M. Bleyleben, at 1. See also, e.g., T. McGhee, at 11 
(questioning what persistent identifiers are needed for ``contextual 
advertising'' about the context and content of the web page).
    \226\ See, e.g., Internet Safety Labs, at 5-6.
    \227\ See, e.g., EPIC, at 6-8; State Attorney General Coalition, 
at 5-6; Consumer Reports, at 7-8. See also, e.g., SuperAwesome, at 
3-4 (supporting the COPPA Rule permitting operators to collect 
persistent identifiers for contextual advertising purposes without 
obtaining parental consent while recommending that the COPPA Rule 
provide greater clarity as to the distinction between contextual and 
behavioral advertising).
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    By contrast, a large number of commenters recommended that the 
Commission maintain the position that the support for the internal 
operations exception to the COPPA Rule's verifiable parental consent 
requirement permits the use of persistent identifiers for contextual 
advertising.\228\ Many such commenters urged that contextual 
advertising is critical to maintaining free, high quality content for 
children.\229\ Some emphasized that requiring operators to obtain 
verifiable parental consent to collect and use persistent identifiers 
for contextual advertising would negatively affect startup and small 
businesses, in particular.\230\ Some commenters emphasized that 
enabling operators to use contextual advertising is important for 
ensuring that children do not receive advertising content that is not 
appropriate for children.\231\ Some stated that the COPPA Rule should 
not require verifiable parental consent for the use of persistent 
identifiers to serve contextual advertisements because delivering 
contextual advertisements is a ``privacy-centric'' advertising practice 
that does not entail ``contacting'' a specific individual or child on a 
one-to-one basis.\232\ In addition, a few trade associations asserted 
that requiring verifiable parental consent for the use of persistent 
identifiers to facilitate contextual advertising could violate the 
Constitution.\233\
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    \228\ See, e.g., SIIA, at 6, 17; R Street Institute, at 2-3; 
ITIC, at 3; 4A's, at 3-4; NAI, at 5-6; Chamber, at 11; NCTA, at 11-
13; kidSAFE, at 6-7; ACT [verbar] The App Association, at 7; ITIF, 
at 4; CCIA, at 5-6; The Toy Association, at 4; Google, at 11; 
Microsoft, at 6; ANA, at 8-10; News/Media Alliance, at 5-6; Privacy 
for America, at 3-4; IAB, at 20-21; CIPL, at 6; M. Jones, at 1; S. 
Ward, at 1.
    \229\ See, e.g., SIIA, at 6, 17; ITIC, at 3; 4A's, at 3-4; 
Chamber, at 11; IAB, at 20-21; ITIF, at 4; CCIA, at 5-6; Google, at 
11; News/Media Alliance, at 5-6; Privacy for America, at 3-4; 
kidSAFE, at 6-7; NAI, at 5-6; ANA, at 8-10; M. Jones, at 1.
    \230\ See, e.g., Engine, at 3 (emphasizing that startups rely 
upon revenue received from contextual advertising); 4A's, at 3-4 
(emphasizing that small publishers and content providers rely upon 
revenue received from contextual advertising).
    \231\ See, e.g., ITIC, at 3; Microsoft, at 6.
    \232\ See, e.g., NCTA, at 12 (arguing that contextual ads are by 
their nature not delivered on a one-to-one basis and thus do not 
result in ``contacting''); News/Media Alliance, at 5 (``Contextual 
advertising is one of the more privacy-centric advertising 
practices.''). See also The Toy Association, at 4 (``[B]y its very 
nature contextual advertising is targeting the audience based on the 
content they are choosing and making common sense inferences about 
the audience. For our members['] experience, AI and machine learning 
used for contextual advertising only pertains to content analysis of 
the programming/show where the ads appear and not information 
collected from the viewer.'').
    \233\ See, e.g., ACT [verbar] The App Association, at 7; NCTA, 
at 12.
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    Having carefully considered the record and commenters' responses to 
Question Ten, the Commission declines to modify the COPPA Rule's 
treatment of contextual advertising. As discussed further in Part 
II.C.2, the Commission's addition of new Sec.  312.4(d)(3) will enhance 
the Commission's ability to monitor operators' use of the support for 
the internal operations exception to the COPPA Rule's verifiable 
parental consent requirement for contextual advertising and other 
purposes.
5. Definition of ``Website or Online Service Directed to Children''
    The Rule's current definition of ``website or online service 
directed to children'' includes in its first paragraph a list of 
factors that the Commission considers in determining whether a 
particular website or online service is child-directed. The second 
paragraph states that a website or online service shall be deemed 
directed to children when it has actual knowledge that it is collecting 
personal information directly from users of another website or online 
service directed to children. The third paragraph provides that certain 
``mixed audience'' websites and online services that are child-directed 
under the multi-factor test set forth in the first paragraph of the 
definition will not be deemed directed to children if the website or 
online service does not collect personal information from any visitor 
prior to collecting age information and prevents the collection, use, 
or disclosure of personal information from visitors who identify 
themselves as under 13 without first complying with the notice and 
parental consent provisions of the Rule. The fourth paragraph provides 
that a website or online service will not be deemed child-directed 
solely because it refers or links to a commercial website or online 
service directed to children.
    The Commission proposed a number of amendments to this definition 
in the 2024 NPRM that were intended to provide additional insight and 
clarity regarding how the Commission currently interprets and applies 
the definition and were not intended to substantively change the 
Rule.\234\ As explained infra, the Commission adopts amendments to 
paragraphs (1) and (3).

[[Page 16937]]

The Commission has decided not to make the proposed amendment to 
paragraph (2) and also declines to adopt an exemption.
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    \234\ See 89 FR 2034 at 2046.
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a. Paragraph (1) of ``Website or Online Service Directed to Children''
i. The Commission's Proposal Regarding Paragraph (1) of ``Website or 
Online Service Directed to Children''
    The determination of whether a website or online service is child-
directed is fact-based and requires flexibility as individual factors 
may be more, or less, relevant depending on the context. In the 2024 
NPRM, the Commission preserved the multi-factor test for determining 
child-directedness in the Rule,\235\ but proposed amending paragraph 
(1) of the definition of ``website or online service directed to 
children'' to include a non-exhaustive list of examples of evidence the 
Commission may consider in analyzing audience composition and intended 
audience. Specifically, the Commission proposed adding to the 
definition marketing or promotional materials or plans, representations 
to consumers or to third parties, reviews by users or third parties, 
and the age of users on similar websites or services.
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    \235\ See id. at 2046. The Commission notes that many commenters 
expressed support for continued application of the multi-factor 
test. See, e.g., ESA, at 2; IAB, at 9; CDT, at 7; CIPL, at 7.
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ii. Public Comments Received in Response to the Commission's Proposal 
Regarding Paragraph (1) of ``Website or Online Service Directed to 
Children''
    The Commission received numerous comments in response to this 
proposal, with many commenters expressing support for including certain 
proposed examples in the definition of ``website or online service 
directed to children'' while opposing the inclusion of other proposed 
examples.\236\
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    \236\ Certain commenters expressed support for all of the 
proposed examples. See, e.g., Common Sense Media, at 3; Consumer 
Reports, at 8; Mental Health America, at 5.
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    Regarding the examples of ``marketing or promotional materials or 
plans'' and ``representations to consumers or to third parties,'' a 
majority of commenters addressing the proposal supported including such 
examples.\237\ Some of these commenters emphasized these factors are 
within operators' control and appropriately focus on the ways that 
operators signal to consumers, advertisers, and others that children 
are a targeted audience.\238\ For these reasons, the Commission is 
convinced such materials and representations often provide compelling 
direct evidence regarding an operator's intended audience and audience 
composition and notes that complaints in previous COPPA enforcement 
cases have cited such evidence as being relevant in determining whether 
a website or online service is directed to children.\239\
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    \237\ See, e.g., CIPL, at 7; T. McGhee, at 4; NAI, at 6-7; ESRB, 
at 19; Microsoft, at 8; TechFreedom, at 9-10; News/Media Alliance, 
at 4; Common Sense Media, at 3; Consumer Reports, at 8; Mental 
Health America, at 5. Other commenters expressed support for one of 
these examples. See Chamber, at 6 (expressing support for Commission 
considering marketing and promotional materials in determining 
child-directedness).
    \238\ See Mental Health America, at 5; NAI, at 6.
    \239\ See, e.g., Complaint, United States v. Microsoft Corp., 
Case No. 2:23-cv-00836 (W.D. Wash. June 5, 2023), at 7, available at 
<a href="https://www.ftc.gov/system/files/ftc_gov/pdf/microsoftcomplaintcivilpenalties.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/microsoftcomplaintcivilpenalties.pdf</a>; Complaint, FTC v. Google LLC 
and YouTube, LLC, Case No. 1:19-cv-02642 (D.D.C. Sept. 4, 2019), at 
8-9, 11, 15-16, available at <a href="https://www.ftc.gov/system/files/documents/cases/youtube_complaint.pdf">https://www.ftc.gov/system/files/documents/cases/youtube_complaint.pdf</a>.
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    Most of the commenters that opposed the Commission's proposal 
primarily raised concerns with the addition of ``reviews by users or 
third parties'' and ``the age of users on similar websites or 
services'' to paragraph (1) of the definition. Some commenters 
contended these examples are not ``competent and reliable empirical 
evidence'' of audience composition or intended audience, and are 
therefore inconsistent with the standard set forth in the final 
sentence of paragraph (1) and should not be considered in the 
Commission's assessment of child-directedness.\240\ Many commenters 
also asserted that these examples are subjective or vague,\241\ and 
unlike other factors identified in paragraph (1) of the definition, 
improperly make operators responsible for factors outside of their 
knowledge and control.\242\ For example, regarding reviews by users or 
third parties, commenters questioned which reviews the Commission would 
deem relevant \243\ and noted that not all reviews are reliable or 
genuine.\244\ Some commenters also expressed concern that this proposed 
amendment would incentivize competitors or others to file false reviews 
in an attempt to influence how a website or online service is 
categorized.\245\
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    \240\ See, e.g., IAB, at 9-12 (arguing that user reviews and age 
demographics of other services are not competent and reliable 
indicators of child-directedness); NCTA, at 8-9 (arguing the two 
factors do not meet the heightened standard of competent and 
reliable empirical evidence); News/Media Alliance, at 4 (``It is our 
members' experience that reviews by users and third parties are 
often subjective and tend to be imprecise.'').
    \241\ See, e.g., Chamber, at 6; ESRB, at 19; ESA, at 2-3; NCTA, 
at 8-9.
    \242\ See, e.g., CCIA, at 6-7; T. McGhee, at 4; 4A's, at 2; 
Chamber, at 6; ESA, at 2-3; IAB, at 5-6; NCTA, at 7-8; ACT [verbar] 
The App Association, at 5; ANA, at 7-8; International Center for Law 
& Economics, at 14-15; Privacy for America, at 5-6; Epic Games, at 
11; Google, at 4-5.
    \243\ See, e.g., American Consumer Institute, at 2; CCIA, at 7; 
Taxpayers Protection Alliance, at 2. At least one commenter 
expressed uncertainty about whether the Commission would evaluate 
user reviews over time, or whether the assessment would be based on 
evaluating reviews at a particular point of time. See, e.g., ESA, at 
3.
    \244\ See, e.g., CIPL, at 7; ANA, at 7.
    \245\ See, e.g., ANA, at 7 (``[L]isting reviews as a factor in 
this test incentivizes competitors to file false reviews in an 
attempt to influence how a website or online service is 
categorized.''); TechFreedom, at 11-12 (``allowing third-party 
reviews to color the intent of the website or service provider 
almost guarantees the weaponization of this new definition'').
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    Regarding the age of users on similar websites or services, 
commenters emphasized that operators would likely not have access to 
data about the ages of users of websites or online services controlled 
by others,\246\ and that it is not clear what would be considered a 
``similar'' website or service.\247\ Many industry commenters also 
emphasized that monitoring third-party reviews or gathering available 
information about the age of users of ``similar'' websites and online 
services would significantly increase operators' compliance 
burdens.\248\ Others suggested that inclusion of such evidence in the 
definition would be inconsistent with the Commission's position that 
operators of general audience properties have no duty to investigate 
the ages of visitors to their properties under COPPA \249\ and would 
inappropriately import a constructive knowledge standard into the Rule 
that is inconsistent with the COPPA statute.\250\
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    \246\ See, e.g., American Consumer Institute, at 2; ANA, at 8; 
CCIA, at 7; Google, at 4-5.
    \247\ See, e.g., ANA, at 8; CCIA, at 6-7; International Center 
for Law & Economics, at 14-15; Privacy for America, at 5-6; Google, 
at 4-5; NetChoice, at 4; Taxpayers Protection Alliance, at 2; News/
Media Alliance, at 4-5; ESA, at 3; CIPL, at 7.
    \248\ See, e.g., Privacy for America, at 6; CCIA, at 7; 4A's, at 
2; ANA, at 7-8. Some such commenters asserted that such monitoring 
may be ``entirely infeasible'' for small operators. Privacy for 
America, at 6; 4A's, at 2.
    \249\ See Privacy for America, at 5-6; ACT [verbar] The App 
Association, at 5.
    \250\ See, e.g., SIIA, at 18; IAB, at 10-11.
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    In response to these comments, the Commission reiterates that the 
inquiry in determining child-directedness requires consideration of a 
totality of the circumstances. Depending on the facts, reviews or the 
age of users on similar websites or online services may receive little 
weight in determining audience composition or the intended audience of 
a website or online service. For example, the Commission understands 
that reviews may not always be representative, accurate, or genuine and 
that content ratings or other ratings published by platforms or other 
third

[[Page 16938]]

parties are developed for a range of different purposes that are not 
necessarily fully aligned with determining whether a website or online 
service is directed to children under the COPPA Rule.\251\ The 
Commission will take such considerations into account when determining 
whether to rely on such evidence in assessing child-directedness. The 
Commission also observes that it is common for companies to monitor 
reviews related to their websites or online services as well as to 
track information about user demographics and the features of 
competitors' websites or online services. The addition of these 
examples to the definition of ``website or online service directed to 
children'' is not intended to impose a burdensome requirement that 
operators identify and continuously monitor all such information. 
However, there certainly may be circumstances in which operators' 
knowledge of reviews or the ages of users on similar websites or 
services may be relevant to the Commission's determination, based on 
the totality of the circumstances, that a website or service is 
directed to children.\252\
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    \251\ See, e.g., ESRB, at 20 (suggesting reviews by third 
parties could potentially include content ratings which would be 
inappropriate for the Commission to consider because such ratings 
are about the appropriateness of content rather than whether a 
service is directed to children).
    \252\ If an operator is aware of publicly-available information 
indicating that children under 13 are using its website or online 
service, such information may be relevant to determining that the 
website or online service is child-directed. For example, in a 
complaint against Epic Games, the Commission alleged the company and 
its employees regularly monitored, read, and circulated news 
articles and social media posts chronicling Fortnite's popularity 
among children, and sometimes incorporated kids' ideas directly into 
the game. See Complaint, United States v. Epic Games, Inc., Case No. 
5:22-CV-00518 (E.D.N.C. Dec. 19, 2022), at 15, available at <a href="https://www.ftc.gov/system/files/ftc_gov/pdf/2223087EpicGamesComplaint.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/2223087EpicGamesComplaint.pdf</a>. 
In an enforcement case involving a weight-loss app directed to 
children, the Commission's complaint highlighted that defendants 
featured consumer reviews from young children to market their app in 
the Apple App Store. Complaint, United States v. Kurbo, Inc. and WW 
International, Inc., Case No. 22-cv-946 (N.D. Cal. Feb. 16, 2022), 
at 7, available at <a href="https://www.ftc.gov/system/files/ftc_gov/pdf/filed_complaint.pdf">https://www.ftc.gov/system/files/ftc_gov/pdf/filed_complaint.pdf</a>.
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iii. The Commission Amends Paragraph (1) of ``Website or Online Service 
Directed to Children''
    After carefully considering the record and comments, and for the 
reasons discussed in Part II.B.5.a.ii of this document, the Commission 
has decided to amend paragraph (1) of the definition as proposed.
b. NPRM Question Eleven: Potential Exemption From ``Website or Online 
Service Directed to Children''
    In Question Eleven of the ``Questions for the Proposed Revisions to 
the Rule'' section of the NPRM, the Commission requested comment on 
various questions related to whether it should offer an exemption 
within the definition of website or online service directed to 
children, or other incentive, if an operator of a website or online 
service undertakes an analysis of its audience composition and 
determines that no more than a specific percentage of its users are 
likely to be children under 13.\253\
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    \253\ See 89 FR 2034 at 2070 (Question 11). Question Eleven's 
subsidiary questions included what are reliable means by which 
operators can determine the likely ages of their sites' or services' 
users (Question 11(b)) and whether inclusion of an audience 
composition-based exemption within the definition of ``website or 
online service directed to children'' would be inconsistent with the 
COPPA Rule's multi-factor test for determining whether a website or 
online service, or a portion thereof, is directed to children 
(Question 11(e)).
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    The Commission received some comments supporting such an 
exemption.\254\ One FTC-approved COPPA Safe Harbor program suggested an 
exemption would motivate operators to thoroughly investigate their 
audiences without fear of collecting evidence that might be used in 
government enforcement actions.\255\ An industry commenter suggested an 
exemption would allow operators of sites with a small percentage of 
users under 13 to avoid unnecessary compliance costs and better tailor 
their services to their audience, and provide the FTC with greater 
insight into online services' audiences.\256\
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    \254\ See, e.g., CARU, at 2; ITIF, at 4. See also generally 
Family Online Safety Institute, at 3-4 (responding to Question 
Eleven by expressing the view that age assurance processes can 
improve online safety for young users by enabling operators to offer 
age appropriate online experiences).
    \255\ CARU, at 2. However, another FTC-approved COPPA Safe 
Harbor program saw limited value in the proposal. See kidSAFE, at 7-
8.
    \256\ ITIF, at 4-5.
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    However, a large majority of commenters addressing Question Eleven 
opposed implementing such an exemption.\257\ Commenters opposing or 
expressing skepticism about this potenti

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