LinkedIn · LinkedIn Privacy Policy

Targeted Advertising and Inferred Data Profiling

High severity
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What it is

LinkedIn uses your profile, behavioral data, and inferences about your income and interests to target you with ads on and off LinkedIn, including through third-party advertising partners.

Why it matters (compliance & risk perspective)

LinkedIn makes inferences about sensitive financial and personal characteristics — like estimated income and education level — to target advertising, and this profiling happens even on third-party websites through advertising technology.

Consumer impact (what this means for users)

LinkedIn infers sensitive attributes like your likely income and education level from your profile and activity data, and uses these inferences — along with tracking pixels on third-party sites — to target you with ads across the internet.

What you can do

⚠️ These actions may provide transparency or partial mitigation but may not fully address the underlying issue. Effectiveness varies by jurisdiction and individual circumstances.
  • Opt Out of Arbitration
    Go to LinkedIn Settings > Advertising Data and review all advertising preferences. Disable 'Interests and traits', 'Demographics', 'Company category', and 'Data collected on LinkedIn' to limit how your inferred data is used for ad targeting.

How other platforms handle this

Apple Medium

Your use of our Services is subject to Apple's Privacy Policy, which is available at https://www.apple.com/legal/privacy.

Coinbase Medium

Information from cookies and similar technologies. See our Cookies Policy for more information. Information we receive from our marketing partners, including in some instances what marketing content you viewed or the actions you take on and off our Sites and Apps, to better understand your preferenc...

Wealthfront Medium

Your browsing activity may be tracked across different websites and different devices or apps. For example, we may attempt to match your browsing activity on your mobile device with your browsing activity on your computer. To do this, we may analyze your browsing patterns, geo-location and device id...

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This clause could change without notice.

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View original clause language
We target (and measure the performance of) ads to Members, Visitors and others both on and off our Services directly or through a variety of partners, using the following data, whether separately or combined: Data from advertising technologies on and off our Services, pixels, ad tags, cookies, and device identifiers; Member-provided information (e.g., profile, contact information, title and industry); Information inferred from data (e.g., based on your job title or your interests and inferences about your income, education levels).

Institutional analysis (Compliance & legal intelligence)

REGULATORY FRAMEWORK: GDPR Art. 6(1)(f) (legitimate interests for advertising) was specifically found unlawful in the Irish DPC's €310M enforcement action against LinkedIn in October 2024 — LinkedIn was found to have incorrectly relied on legitimate interests and contract as legal bases for behavioral advertising. GDPR Art. 22 applies where inferred attributes are used in automated profiling with significant effects. The ePrivacy Directive requires consent for advertising cookies. CCPA/CPRA §1798.120 and §1798.135 require opt-out rights for sharing/selling data for behavioral advertising.

Full compliance analysis

Regulatory citations, enforcement risk, and due diligence action items.

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Applicable agencies

  • FTC
    Behavioral advertising based on inferred sensitive attributes engages FTC Act Section 5 unfair or deceptive practices standards, particularly where opt-out mechanisms may be insufficient or hard to find.
    File a complaint →
  • State AG
    California's CPPA and AG enforce CPRA opt-out rights for sharing personal information for cross-context behavioral advertising, including inferred demographic data.
    File a complaint →

Applicable regulations

EU AI Act
European Union
BIPA
Illinois, USA
CCPA/CPRA
California, USA
COPPA
United States Federal
CAN-SPAM
United States Federal
DMA
European Union
FCRA
United States Federal
GDPR
European Union
GLBA
United States Federal
HIPAA
United States Federal
TCPA
United States Federal
UK GDPR
United Kingdom

Provision details

Document information
Document
LinkedIn Privacy Policy
Entity
LinkedIn
Document last updated
April 29, 2026
Tracking information
First tracked
March 15, 2026
Last verified
April 9, 2026
Record ID
CA-P-002593
Document ID
CA-D-00090
Evidence Provenance
Source URL
Wayback Machine
SHA-256
a6ed56ddfd95f5dcbd9a71f72d858babb9dc7b2ea953fabaf234034f1872f036
Verified
✓ Snapshot stored   ✓ Change verified
How to Cite
ConductAtlas Policy Archive
Entity: LinkedIn | Document: LinkedIn Privacy Policy | Record: CA-P-002593
Captured: 2026-03-15 11:50:43 UTC | SHA-256: a6ed56ddfd95f5dc…
URL: https://conductatlas.com/platform/linkedin/linkedin-privacy-policy/targeted-advertising-and-inferred-data-profiling/
Accessed: May 4, 2026
Classification
Severity
High
Categories

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Frequently Asked Questions

What does LinkedIn's Targeted Advertising and Inferred Data Profiling clause do?

LinkedIn makes inferences about sensitive financial and personal characteristics — like estimated income and education level — to target advertising, and this profiling happens even on third-party websites through advertising technology.

How does this clause affect you?

LinkedIn infers sensitive attributes like your likely income and education level from your profile and activity data, and uses these inferences — along with tracking pixels on third-party sites — to target you with ads across the internet.

Is ConductAtlas affiliated with LinkedIn?

No. ConductAtlas is an independent monitoring service. We are not affiliated with, endorsed by, or sponsored by LinkedIn.