Pinterest

public visual discovery and advertising platform

A public visual-search, inspiration, shopping, and advertising platform with hundreds of millions of monthly users. Pinterest scores poorly because its comparatively calmer product still depends on shareholder control, targeted advertising, shopping influence, youth exposure, and surveillance-based recommendation systems.

Why this matters: Pinterest is a useful comparison case: less socially combative than many platforms, but still built as private advertising infrastructure.

Letter grade D Extractive High confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 12, 2026

Final Score 11* D - Extractive

DEXTRACTIVE11 pts

* Tentative scaffolding score. Not human-checked or final.

Base Material20

Bonus+2

Cap35Ownership <= 2 and Governance <= 2

After Cap22

Penalties-11

Private Government badge

Pinterest has the Private Government badge because it sets binding private rules for large user communities and governs communication, visibility, moderation, or identity infrastructure without democratic accountability to those users.

Evidence: [18]

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Evaluation Overview

D - Extractive

The score turns mainly on Market Conduct, with the largest penalty coming from Surveillance Capture.

Strengths

Market Conduct3/5
Product Integrity3/5
Ownership2/10

Penalties

Surveillance Capture-3
Youth Capture-2
Accountability Opacity-2
Identity Capture-2

Evidence state

ConfidenceHigh confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims18
Direct axis claims17
Coverage17/17

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	2 / 10	Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Ownership remains outside direct user, worker, or community control unless the organization is explicitly open-source, nonprofit, or federated. This supports limited Ownership credit for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Ownership. Linked evidence Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Ownership remains outside direct user, worker, or community control unless the organization is explicitly open-source, nonprofit, or federated. [1]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	2 / 10	Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Governance evidence centers on who controls policies, moderation, ranking, protocols, and enforcement. This supports limited Governance credit for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Governance. Linked evidence Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Governance evidence centers on who controls policies, moderation, ranking, protocols, and enforcement. [2]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	2 / 10	Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Extraction turns on whether platform value is captured by owners or structurally returned to users, workers, communities, or the public. This supports limited Extraction credit for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Extraction. Linked evidence Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Extraction turns on whether platform value is captured by owners or structurally returned to users, workers, communities, or the public. [3]
Labor Sovereignty ? Worker power: coercive conditions at 0, co-determination or ownership at 7. Employee dissatisfaction matters only when source-backed evidence shows concrete limits on worker agency, such as coercive scheduling, retaliation, wage theft, harassment, unsafe conditions, suppression of worker voice, or extreme turnover.	2 / 7	Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Labor-sovereignty evidence includes paid employees, creators, volunteer moderators, developers, and community operators affected by platform control. This supports limited Labor Sovereignty credit for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Labor Sovereignty. Linked evidence Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Labor-sovereignty evidence includes paid employees, creators, volunteer moderators, developers, and community operators affected by platform control. [4]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	2 / 7	Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Solidarity evidence asks whether people outside paid employment receive durable access, exit, or support rather than mere platform access. This supports limited Solidarity with the Unemployed credit for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Solidarity with the Unemployed. Linked evidence Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Solidarity evidence asks whether people outside paid employment receive durable access, exit, or support rather than mere platform access. [5]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	2 / 7	Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Loss-bearing fidelity depends on whether the platform absorbs costs to preserve user rights, safety, privacy, and public obligations. This supports limited Loss-Bearing Fidelity credit for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Loss-Bearing Fidelity. Linked evidence Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Loss-bearing fidelity depends on whether the platform absorbs costs to preserve user rights, safety, privacy, and public obligations. [6]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	3 / 5	Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Market conduct depends on lock-in, switching costs, monetization, subscription pressure, advertising, and interoperability. This supports limited Market Conduct credit for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Market Conduct. Linked evidence Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Market conduct depends on lock-in, switching costs, monetization, subscription pressure, advertising, and interoperability. [7]
Product Integrity ? Preservation of quality rather than degradation for monetization.	3 / 5	Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Product integrity turns on whether useful communication is preserved or degraded by ranking, advertising, surveillance, or engagement incentives. This supports limited Product Integrity credit for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Product Integrity. Linked evidence Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Product integrity turns on whether useful communication is preserved or degraded by ranking, advertising, surveillance, or engagement incentives. [8]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	2 / 5	Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Scale integrity depends on whether growth distributes power or concentrates private control over public conversation. This supports limited Scale Integrity credit for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Scale Integrity. Linked evidence Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Scale integrity depends on whether growth distributes power or concentrates private control over public conversation. [9]

Penalties

Penalty	Applied	Why this penalty
Policy Capture ? Private-interest attempts to bend law, regulation, subsidies, taxes, enforcement, trade, labor, safety, competition, environmental, healthcare, housing, surveillance, civil-liberties, or consumer policy against workers, customers, citizens, affected communities, or ecological life. Public-interest advocacy is not penalized merely because it is lobbying. Range: -15 to 0.	-1	Pinterest participates in the advertising and platform-policy ecosystem, though this pass found lighter evidence than for more aggressive lobbying or privacy offenders. Pinterest participates in the advertising and platform-policy ecosystem, though this pass found lighter evidence than for more aggressive lobbying or privacy offenders. This supports limited Policy Capture penalty for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Policy Capture. Linked evidence Pinterest participates in the advertising and platform-policy ecosystem, though this pass found lighter evidence than for more aggressive lobbying or privacy offenders. [12]
Youth Capture ? Manipulative youth-directed marketing, youth-data or attention monetization, collectible/add-on traps, parasocial or identity capture, surprise mechanics, or treating young people as lower-disclosure consumers. Making useful toys or welcoming children is not itself penalized. Range: -5 to 0.	-2	Pinterest states that Gen Z users are a large part of the user base, making advertising and recommendation exposure youth-relevant. Pinterest states that Gen Z users are a large part of the user base, making advertising and recommendation exposure youth-relevant. This supports limited Youth Capture penalty for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Youth Capture. Linked evidence Pinterest states that Gen Z users are a large part of the user base, making advertising and recommendation exposure youth-relevant. [13]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	Pinterest discloses major business risks publicly, but ordinary users cannot fully see how recommendations and shopping incentives shape feeds. Pinterest discloses major business risks publicly, but ordinary users cannot fully see how recommendations and shopping incentives shape feeds. This supports substantial Accountability Opacity penalty for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Accountability Opacity. Linked evidence Pinterest discloses major business risks publicly, but ordinary users cannot fully see how recommendations and shopping incentives shape feeds. [14]
Identity Capture ? Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.	-2	Pinterest captures taste, aspiration, lifestyle, body, home, wedding, fashion, and shopping identity signals. Pinterest captures taste, aspiration, lifestyle, body, home, wedding, fashion, and shopping identity signals. This supports limited Identity Capture penalty for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Identity Capture. Linked evidence Pinterest captures taste, aspiration, lifestyle, body, home, wedding, fashion, and shopping identity signals. [15]
Surveillance Capture ? Invasive surveillance, unreasonably non-optional tracking, facial recognition, biometric identification, or AI behavior scanning of customers, workers, bystanders, or the public. Range: -5 to 0.	-3	Pinterest advertising depends on user activity, interests, intent, and engagement data across a large visual discovery platform. Pinterest advertising depends on user activity, interests, intent, and engagement data across a large visual discovery platform. This supports substantial Surveillance Capture penalty for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Surveillance Capture. Linked evidence Pinterest advertising depends on user activity, interests, intent, and engagement data across a large visual discovery platform. [16]
Ideological Disavowal ? Concealed ideology presented as neutrality, expertise, professional necessity, public-service administration, market inevitability, or non-ideological common sense while exercising power. Range: -3 to 0.	-1	Pinterest presents as neutral inspiration and discovery while recommendations and shopping integrations shape consumption norms. Pinterest presents as neutral inspiration and discovery while recommendations and shopping integrations shape consumption norms. This supports limited Ideological Disavowal penalty for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Ideological Disavowal. Linked evidence Pinterest presents as neutral inspiration and discovery while recommendations and shopping integrations shape consumption norms. [17]

Bonus Credits

Bonus	Credit	Why this credit
Good Deal ? Credit for unusually fair value: durable quality, fair pricing, low lock-in, and clear customer surplus.	1 / 3	Pinterest provides free visual discovery and planning tools, with the tradeoff of advertising and shopping-data monetization. Pinterest provides free visual discovery and planning tools, with the tradeoff of advertising and shopping-data monetization. This supports Good Deal credit for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Good Deal. Linked evidence Pinterest provides free visual discovery and planning tools, with the tradeoff of advertising and shopping-data monetization. [10]
Cost Transparency ? Credit for clear posted prices, all-in fees, unit costs, public rate cards, margin/cost visibility, or surplus-allocation transparency, especially in markets where opaque quotes, hidden fees, or individualized pricing are normal.	1 / 3	Pinterest public filings disclose its advertising model and monthly-active-user scale. Pinterest public filings disclose its advertising model and monthly-active-user scale. This supports Cost Transparency credit for Pinterest because the evidence changes who controls the platform relationship, who bears the risk, and how easy exit is for users or communities. Compared with Mastodon and Lemmy, closed corporate platforms sit lower where users cannot exit with their communities; compared with Twitter (X), platforms with more portability, transparency, or less person-dependent rule sit higher. Calibration notes Comparative anchor: Social-platform comparative pass for Cost Transparency. Linked evidence Pinterest public filings disclose its advertising model and monthly-active-user scale. [11]

Confidence Basis

Confidence is computed from the evidence trail and review state, not typed into the profile by hand.

High 84/100

17 verified linked claims 17 direct axis claims 0 disputed claims 17/17 components covered

This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.

Claim confidence 13/20

17 verified linked claims

Source quality 18/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

17 direct claims across 17 active components

Dispute load 12/12

0 disputed claims on this entity

Recency 10/10

Newest accepted timestamp: May 13, 2026

Reviewer status 7/12

Human-reviewed components score higher than AI scaffolding

Component coverage 10/10

17/17 evidence-bearing components have direct support

Evidence State

Profile stateAI draft / human-pending

VerificationUnverified

ConfidenceHigh confidence (AI)

ThoroughnessDeveloped (AI)

Correction routeUse “Challenge this rating” for factual errors, missing counterevidence, source problems, or calculation mistakes.

Company responseCompany representatives can submit source-backed corrections; payment never changes scores or reviewer authority.

Claims and Sources

Claims are the evidence record. Each claim needs a source link, axis category, status, confidence level, and timestamp before it can support a score.

* Tentative scaffolding score. Not human-checked or final.

1Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Ownership remains outside direct user, worker, or community control unless the organization is explicitly open-source, nonprofit, or federated.

Ownership Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

2Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Governance evidence centers on who controls policies, moderation, ranking, protocols, and enforcement.

Governance Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

3Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Extraction turns on whether platform value is captured by owners or structurally returned to users, workers, communities, or the public.

Extraction Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

4Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Labor-sovereignty evidence includes paid employees, creators, volunteer moderators, developers, and community operators affected by platform control.

Labor Sovereignty Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

5Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Solidarity evidence asks whether people outside paid employment receive durable access, exit, or support rather than mere platform access.

Solidarity Unemployed Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

6Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Loss-bearing fidelity depends on whether the platform absorbs costs to preserve user rights, safety, privacy, and public obligations.

Loss Bearing Fidelity Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

7Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Market conduct depends on lock-in, switching costs, monetization, subscription pressure, advertising, and interoperability.

Market Conduct Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

8Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Product integrity turns on whether useful communication is preserved or degraded by ranking, advertising, surveillance, or engagement incentives.

Product Integrity Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

9Pinterest is a public visual discovery and advertising company whose filings describe hundreds of millions of monthly active users and shopping-oriented discovery. Scale integrity depends on whether growth distributes power or concentrates private control over public conversation.

Scale Integrity Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

10Pinterest provides free visual discovery and planning tools, with the tradeoff of advertising and shopping-data monetization.

Good Deal Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

11Pinterest public filings disclose its advertising model and monthly-active-user scale.

Cost Transparency Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

12Pinterest participates in the advertising and platform-policy ecosystem, though this pass found lighter evidence than for more aggressive lobbying or privacy offenders.

Policy Capture Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

13Pinterest states that Gen Z users are a large part of the user base, making advertising and recommendation exposure youth-relevant.

Youth Capture Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

14Pinterest discloses major business risks publicly, but ordinary users cannot fully see how recommendations and shopping incentives shape feeds.

Accountability Opacity Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

15Pinterest captures taste, aspiration, lifestyle, body, home, wedding, fashion, and shopping identity signals.

Identity Capture Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

16Pinterest advertising depends on user activity, interests, intent, and engagement data across a large visual discovery platform.

Surveillance Capture Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

17Pinterest presents as neutral inspiration and discovery while recommendations and shopping integrations shape consumption norms.

Ideological Disavowal Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

18Pinterest has the Private Government badge because it sets binding private rules for large user communities and governs communication, visibility, moderation, or identity infrastructure without democratic accountability to those users.

Private Government Verified Medium confidence Human-reviewed May 12, 2026

Pinterest 2024 Form 10-KPrimary public record · 100%

Alternatives

AGOOD55 Signal Foundation nonprofit · same market BQUALIFIED44 Bluesky public-benefit social network company · same market AGOOD59 Matrix.org Foundation open communications foundation · United Kingdom AGOOD50 Ecosia private search company / steward-owned structure · Germany

Competitors

AGOOD55 Signal Foundation nonprofit · same market BQUALIFIED44 Bluesky public-benefit social network company · same market DEXTRACTIVE18 Tumblr Automattic-owned social blogging platform · same market DEXTRACTIVE8 Reddit public social-link and discussion platform · same market DEXTRACTIVE2 Alphabet / Google public company · same market DEXTRACTIVE2 Discord private chat and community platform · same market FMALIGNANT-9 Snap / Snapchat public camera and messaging platform · same market FMALIGNANT-12 InMarket location advertising data aggregator · same market

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