public youth gaming platform

Roblox

A public user-generated gaming platform heavily used by children and teens, combining games, avatars, creator tools, virtual currency, chat, and social features. Roblox scores low because of documented human harm, surveillance capture, and youth capture, with poor loss-bearing fidelity reinforcing the negative evaluation.

Why this matters: Roblox is a severe calibration case for youth capture: it mixes creator access and play with child-safety litigation, youth monetization, identity pressure, and platform dependency.

Letter grade F Malignant Medium confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 7, 2026

Final Score -8* F - Malignant

FMALIGNANT-8 pts

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

Base Material15

Bonus+2

Cap35Ownership <= 2 and Governance <= 2

After Cap17

Penalties-25

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Evaluation Overview

F - Malignant

The score turns mainly on Ownership, with the largest penalty coming from Human Harm.

Strengths

Ownership2/10
Governance2/10
Extraction2/10

Penalties

Human Harm-8
Youth Capture-5
Surveillance Capture-5
Identity Capture-3

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessExtensive (AI)
Linked claims10
Direct axis claims9
Coverage9/16

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	2 / 10	Roblox is a shareholder-governed public company. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence Roblox is a shareholder-governed public company. [1] context Roblox operates a user-generated game platform with avatars, chat, virtual currency, creator tools, and youth-heavy social play. [2] context Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [3]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	2 / 10	Roblox is a shareholder-governed public company. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence context Roblox is a shareholder-governed public company. [1] context Roblox operates a user-generated game platform with avatars, chat, virtual currency, creator tools, and youth-heavy social play. [2] context Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [3]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	2 / 10	Roblox is a shareholder-governed public company. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence context Roblox is a shareholder-governed public company. [1] context Roblox operates a user-generated game platform with avatars, chat, virtual currency, creator tools, and youth-heavy social play. [2] context Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [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	Roblox is a shareholder-governed public company. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence context Roblox is a shareholder-governed public company. [1] context Roblox operates a user-generated game platform with avatars, chat, virtual currency, creator tools, and youth-heavy social play. [2] context Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [3]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	2 / 7	Roblox is a shareholder-governed public company. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence context Roblox is a shareholder-governed public company. [1] context Roblox operates a user-generated game platform with avatars, chat, virtual currency, creator tools, and youth-heavy social play. [2] context Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [3]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	1 / 7	Roblox is a shareholder-governed public company. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence context Roblox is a shareholder-governed public company. [1] context Roblox operates a user-generated game platform with avatars, chat, virtual currency, creator tools, and youth-heavy social play. [2] context Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [3]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	1 / 5	Roblox is a shareholder-governed public company. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence context Roblox is a shareholder-governed public company. [1] context Roblox operates a user-generated game platform with avatars, chat, virtual currency, creator tools, and youth-heavy social play. [2] context Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [3]
Product Integrity ? Preservation of quality rather than degradation for monetization.	2 / 5	Roblox operates a user-generated game platform with avatars, chat, virtual currency, creator tools, and youth-heavy social play. Roblox operates a user-generated game platform with avatars, chat, virtual currency, creator tools, and youth-heavy social play. That places Roblox in the middle of Product Integrity: the product has real use value but is compromised by incentives, monetization, lock-in, quality degradation, or risk. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence context Roblox is a shareholder-governed public company. [1] Roblox operates a user-generated game platform with avatars, chat, virtual currency, creator tools, and youth-heavy social play. [2] context Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [3]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	1 / 5	Roblox is a shareholder-governed public company. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence context Roblox is a shareholder-governed public company. [1] context Roblox operates a user-generated game platform with avatars, chat, virtual currency, creator tools, and youth-heavy social play. [2] context Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [3]

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.	-8	Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. That warrants a substantial Human Harm penalty because ordinary operation, documented misconduct, or institutional power creates serious injury, deprivation, abuse, or foreseeable human damage. The value is substantial but not at the floor because the linked record shows serious conduct without the strongest aggravating factors on this axis. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [5]
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.	-5	Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. That warrants a severe Youth Capture penalty because young people are treated as manipulable consumers, data sources, attention targets, or culture markets. The value is near the floor because the conduct appears central, large-scale, repeated, or institutionally powerful rather than incidental. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [6]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. That warrants a severe Accountability Opacity penalty because material facts, risks, conflicts, ownership, or accountability information are obscured from the public. The value is near the floor because the conduct appears central, large-scale, repeated, or institutionally powerful rather than incidental. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [7]
Identity Capture ? Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.	-3	Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. That warrants a severe Identity Capture penalty because users, workers, customers, or publics are pressured into identity attachment that protects institutional power. The value is near the floor because the conduct appears central, large-scale, repeated, or institutionally powerful rather than incidental. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [8]
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.	-5	Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. That warrants a severe Surveillance Capture penalty because customers, workers, users, bystanders, or the public are exposed to invasive tracking, biometrics, or behavior scanning. The value is near the floor because the conduct appears central, large-scale, repeated, or institutionally powerful rather than incidental. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents. [9]
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	Roblox's public framing is assessed as ideological-disavowal evidence because Roblox exercises meaningful institutional or cultural power while strongly presenting contested choices as… Roblox's public framing is assessed as ideological-disavowal evidence because Roblox exercises meaningful institutional or cultural power while strongly presenting contested choices as neutral expertise, safety, objectivity, professionalism, administrative necessity, or public service. That warrants a substantial Ideological Disavowal penalty because the institution presents situated, contested choices as neutrality, expertise, inevitability, safety, or common sense. The value is substantial but not at the floor because the linked record shows serious conduct without the strongest aggravating factors on this axis. Calibration notes Comparative anchor: Ideological Disavowal 0 to -3 recalibration: 0 for explicit standpoint or no penalty-level neutrality theater; -1 for bounded softening of contested choices; -2 for strong neutrality theater by a powerful institution; -3 for major gatekeeping or coercive power presented as neutral, necessary, objective, or non-ideological. Uncertainty This recalibration uses public self-presentation and profile evidence; later review should add direct language-analysis evidence for high-impact institutions. Linked evidence Roblox's public framing is assessed as ideological-disavowal evidence because Roblox exercises meaningful institutional or cultural power while strongly presenting contested choices as neutral expertise, safety, objectivity, professionalism, administrative necessity, or public service. [10]

Bonus Credits

Bonus	Credit	Why this credit
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.	2 / 3	Roblox is a shareholder-governed public company. Calibration notes Comparative anchor: Toy, video-game, tabletop, and game-retail expansion; compare against Nintendo, Valve, Sony, Microsoft, Disney, GameStop, Hasbro, LEGO, Roblox, itch.io, Green Toys, PlanToys, and The Game Crafter. Uncertainty Focused category expansion based on public sources; a later pass should add more jurisdiction-specific labor, supply-chain, privacy, and product-safety evidence. Linked evidence Roblox is a shareholder-governed public company. [4]

Confidence Basis

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

Medium 70/100

10 verified linked claims 9 direct axis claims 0 disputed claims 9/16 components covered

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

Claim confidence 13/20

10 verified linked claims

Source quality 14/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

9 direct claims across 16 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 6/10

9/16 evidence-bearing components have direct support

Evidence State

Profile stateAI draft / human-pending

VerificationUnverified

ConfidenceMedium confidence (AI)

ThoroughnessExtensive (AI)

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

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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.

1Roblox is a shareholder-governed public company.

Ownership Verified Medium confidence AI-generated / human-pending May 7, 2026

AI scaffold

Roblox investor relationsOfficial self-description · 68%
Roblox safety and civilityGeneral web source · 58%

2Roblox operates a user-generated game platform with avatars, chat, virtual currency, creator tools, and youth-heavy social play.

Product Integrity Verified Medium confidence AI-generated / human-pending May 7, 2026

AI scaffold

Roblox investor relationsOfficial self-description · 68%
Roblox safety and civilityGeneral web source · 58%

3Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents.

Calculation Verified Medium confidence AI-generated / human-pending May 7, 2026

AI scaffold

Reuters: Texas sues Roblox over child safety allegationsGeneral web source · 58%
Los Angeles Times: Roblox faces child-safety lawsuitsIndependent reporting · 82%

4Roblox is a shareholder-governed public company.

Cost Transparency Verified Medium confidence AI-generated / human-pending May 7, 2026

AI scaffold

Roblox investor relationsOfficial self-description · 68%
Roblox safety and civilityGeneral web source · 58%

5Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents.

Human Harm Verified Medium confidence AI-generated / human-pending May 7, 2026

AI scaffold

Reuters: Texas sues Roblox over child safety allegationsGeneral web source · 58%
Los Angeles Times: Roblox faces child-safety lawsuitsIndependent reporting · 82%

6Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents.

Youth Capture Verified Medium confidence AI-generated / human-pending May 7, 2026

AI scaffold

Reuters: Texas sues Roblox over child safety allegationsGeneral web source · 58%
Los Angeles Times: Roblox faces child-safety lawsuitsIndependent reporting · 82%

7Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents.

Accountability Opacity Verified Medium confidence AI-generated / human-pending May 7, 2026

AI scaffold

Reuters: Texas sues Roblox over child safety allegationsGeneral web source · 58%
Los Angeles Times: Roblox faces child-safety lawsuitsIndependent reporting · 82%

8Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents.

Identity Capture Verified Medium confidence AI-generated / human-pending May 7, 2026

AI scaffold

Reuters: Texas sues Roblox over child safety allegationsGeneral web source · 58%
Los Angeles Times: Roblox faces child-safety lawsuitsIndependent reporting · 82%

9Roblox has faced lawsuits and attorney-general actions alleging child-safety failures and misrepresentation of platform risks to parents.

Surveillance Capture Verified Medium confidence AI-generated / human-pending May 7, 2026

AI scaffold

Reuters: Texas sues Roblox over child safety allegationsGeneral web source · 58%
Los Angeles Times: Roblox faces child-safety lawsuitsIndependent reporting · 82%

10Roblox's public framing is assessed as ideological-disavowal evidence because Roblox exercises meaningful institutional or cultural power while strongly presenting contested choices as neutral expertise, safety, objectivity, professionalism, administrative necessity, or public service.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending May 9, 2026

AI scaffold

Roblox official siteGeneral web source · 58%
Roblox investor relationsOfficial self-description · 68%
Roblox safety and civilityGeneral web source · 58%

Alternatives

Competitors

AGOOD63 Future Club employee-owned cooperative game studio · same market AGOOD63 KO_OP worker-owned game studio · same market AGOOD63 Motion Twin worker cooperative game studio · same market AGOOD61 Means Interactive cooperative game publisher · same market AGOOD56 Stocksy United artist cooperative platform · same market AGOOD52 itch.io independent game marketplace · same market AGOOD50 The Game Crafter independent tabletop game manufacturing marketplace · same market BQUALIFIED48 ConcernedApe independent game developer and publisher · same market

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