Reddit

public social-link and discussion platform

A public discussion, forum, and link-sharing platform funded mainly by advertising and increasingly by user-content data licensing. Reddit scores poorly because community usefulness and moderator labor sit inside shareholder control, surveillance advertising, AI data licensing, and weak user bargaining power.

Why this matters: Reddit is one of the clearest cases where public conversation and volunteer moderation become a monetized private asset.

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

Final Score 8* D - Extractive

DEXTRACTIVE8 pts

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

Base Material18

Bonus+4

Cap35Ownership <= 2 and Governance <= 2

After Cap22

Penalties-14

Private Government badge

Reddit 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: [20]

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Evaluation Overview

D - Extractive

The score turns mainly on Product Integrity, with the largest penalty coming from Surveillance Capture.

Strengths

Product Integrity3/5
Ownership2/10
Governance2/10

Penalties

Surveillance Capture-3
Human Harm-2
Youth Capture-2
Accountability Opacity-2

Evidence state

ConfidenceHigh confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims20
Direct axis claims19
Coverage19/19

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	2 / 10	Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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 Reddit 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 Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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	Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Governance evidence centers on who controls policies, moderation, ranking, protocols, and enforcement. This supports limited Governance credit for Reddit 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 Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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	Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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 Reddit 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 Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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.	1 / 7	Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Labor-sovereignty evidence includes paid employees, creators, volunteer moderators, developers, and community operators affected by platform control. This supports limited Labor Sovereignty credit for Reddit 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 Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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	Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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 Reddit 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 Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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	Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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 Reddit 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 Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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.	2 / 5	Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Market conduct depends on lock-in, switching costs, monetization, subscription pressure, advertising, and interoperability. This supports limited Market Conduct credit for Reddit 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 Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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	Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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 Reddit 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 Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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	Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Scale integrity depends on whether growth distributes power or concentrates private control over public conversation. This supports limited Scale Integrity credit for Reddit 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 Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Scale integrity depends on whether growth distributes power or concentrates private control over public conversation. [9]

Penalties

Penalty	Applied	Why this penalty
Human Harm ? Severity, scale, culpability, vulnerable targets, willful reoffense, reputation laundering, pattern escalation, and time decay. Range: -20 to 0.	-2	Reddit hosts large user communities where harassment, extremist content, and moderation failures can create real user harm, even though this pass treats that harm below the severe social-platform tier. Reddit hosts large user communities where harassment, extremist content, and moderation failures can create real user harm, even though this pass treats that harm below the severe social-platform tier. This supports limited Human Harm penalty for Reddit 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 Human Harm. Linked evidence Reddit hosts large user communities where harassment, extremist content, and moderation failures can create real user harm, even though this pass treats that harm below the severe social-platform tier. [13]
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	Reddit’s API and data-licensing strategy affects the public information ecosystem and third-party tools, though this pass found lighter lobbying evidence than for larger platforms. Reddit’s API and data-licensing strategy affects the public information ecosystem and third-party tools, though this pass found lighter lobbying evidence than for larger platforms. This supports limited Policy Capture penalty for Reddit 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 Reddit’s API and data-licensing strategy affects the public information ecosystem and third-party tools, though this pass found lighter lobbying evidence than for larger platforms. [14]
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	Reddit includes young users and can expose them to mature communities, manipulative social dynamics, and targeted advertising. Reddit includes young users and can expose them to mature communities, manipulative social dynamics, and targeted advertising. This supports limited Youth Capture penalty for Reddit 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 Reddit includes young users and can expose them to mature communities, manipulative social dynamics, and targeted advertising. [15]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	Reddit disclosed FTC scrutiny of AI data-licensing practices through regulatory filings around its IPO process. Reddit disclosed FTC scrutiny of AI data-licensing practices through regulatory filings around its IPO process. This supports limited Accountability Opacity penalty for Reddit 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 Reddit disclosed FTC scrutiny of AI data-licensing practices through regulatory filings around its IPO process. [16]
Identity Capture ? Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.	-2	Reddit communities can become status and identity systems, even without mandatory real-name identity. Reddit communities can become status and identity systems, even without mandatory real-name identity. This supports limited Identity Capture penalty for Reddit 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 Reddit communities can become status and identity systems, even without mandatory real-name identity. [17]
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	Reddit advertising uses community and behavioral signals, and data-licensing extends public user content into AI-training markets. Reddit advertising uses community and behavioral signals, and data-licensing extends public user content into AI-training markets. This supports substantial Surveillance Capture penalty for Reddit 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 Reddit advertising uses community and behavioral signals, and data-licensing extends public user content into AI-training markets. [18]
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.	-2	Reddit presents as community infrastructure while corporate ranking, monetization, and moderation architecture shape public discussion. Reddit presents as community infrastructure while corporate ranking, monetization, and moderation architecture shape public discussion. This supports limited Ideological Disavowal penalty for Reddit 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 Reddit presents as community infrastructure while corporate ranking, monetization, and moderation architecture shape public discussion. [19]

Bonus Credits

Bonus	Credit	Why this credit
Openness to Dissent ? Credit for tolerating internal, user, customer, worker, and public dissent without retaliation, capture, or viewpoint laundering.	1 / 3	Reddit permits community-level moderation and user criticism, but final platform policy remains centralized. Reddit permits community-level moderation and user criticism, but final platform policy remains centralized. This supports Openness to Dissent credit for Reddit 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 Openness to Dissent. Linked evidence Reddit permits community-level moderation and user criticism, but final platform policy remains centralized. [10]
Good Deal ? Credit for unusually fair value: durable quality, fair pricing, low lock-in, and clear customer surplus.	2 / 3	Reddit offers free access to a large discussion archive and niche communities, with the tradeoff of advertising and data monetization. Reddit offers free access to a large discussion archive and niche communities, with the tradeoff of advertising and data monetization. This supports Good Deal credit for Reddit 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 Reddit offers free access to a large discussion archive and niche communities, with the tradeoff of advertising and data monetization. [11]
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	Reddit public filings disclose its advertising and data-licensing revenue model. Reddit public filings disclose its advertising and data-licensing revenue model. This supports Cost Transparency credit for Reddit 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 Reddit public filings disclose its advertising and data-licensing revenue model. [12]

Confidence Basis

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

High 84/100

19 verified linked claims 19 direct axis claims 0 disputed claims 19/19 components covered

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

Claim confidence 13/20

19 verified linked claims

Source quality 18/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

19 direct claims across 19 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

19/19 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.

1Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

2Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Governance evidence centers on who controls policies, moderation, ranking, protocols, and enforcement.

Governance Verified Medium confidence Human-reviewed May 12, 2026

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

3Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

4Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

5Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

6Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

7Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. Market conduct depends on lock-in, switching costs, monetization, subscription pressure, advertising, and interoperability.

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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

8Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

9Reddit is a public company whose filings describe advertising, data licensing, large user communities, and platform-controlled rules for user-generated content. 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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

10Reddit permits community-level moderation and user criticism, but final platform policy remains centralized.

Openness To Dissent Verified Medium confidence Human-reviewed May 12, 2026

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

11Reddit offers free access to a large discussion archive and niche communities, with the tradeoff of advertising and data monetization.

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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

12Reddit public filings disclose its advertising and data-licensing revenue model.

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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

13Reddit hosts large user communities where harassment, extremist content, and moderation failures can create real user harm, even though this pass treats that harm below the severe social-platform tier.

Human Harm Verified Medium confidence Human-reviewed May 12, 2026

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

14Reddit’s API and data-licensing strategy affects the public information ecosystem and third-party tools, though this pass found lighter lobbying evidence than for larger platforms.

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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

15Reddit includes young users and can expose them to mature communities, manipulative social dynamics, and targeted advertising.

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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

16Reddit disclosed FTC scrutiny of AI data-licensing practices through regulatory filings around its IPO process.

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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

17Reddit communities can become status and identity systems, even without mandatory real-name identity.

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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

18Reddit advertising uses community and behavioral signals, and data-licensing extends public user content into AI-training markets.

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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

19Reddit presents as community infrastructure while corporate ranking, monetization, and moderation architecture shape public discussion.

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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

20Reddit 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

Reddit 2024 annual reportPrimary public record · 100%
AP: Reddit FTC inquiry over AI data licensingIndependent reporting · 82%

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Competitors

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