Robinhood

public fintech brokerage

Robinhood

Industry Finance

A public trading and financial app offering brokerage accounts, options, crypto, retirement accounts, cards, and cash-management products. Robinhood rates badly because retail-finance access is paired with gamified trading history, enforcement over misleading information and outages, weak user bargaining, and data-heavy product design.

Why this matters: Robinhood is a financial-app competitor where consumer access and consumer manipulation sit very close together.

Letter grade F Malignant Medium confidence (AI) Rubric gcd-rubric-v1

Final Score -8* F - Malignant

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

Base Material9
Bonus+0
Cap35Ownership <= 2 and Governance <= 2
After Cap9
Penalties-17
G
Private Government badge

Robinhood gets the Private Government badge because it combines large-scale private rule-setting over financial access, account terms, or market participation with customers who cannot govern those rules.

Evidence: [14]

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Evaluation Overview

F - Malignant

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

Strengths

  • Ownership1/10
  • Governance1/10
  • Extraction1/10

Penalties

  • Human Harm-5
  • Policy Capture-3
  • Surveillance Capture-3
  • Youth Capture-2

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims14
  • Direct axis claims13
  • Coverage13/16

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
1 / 10

Robinhood is structured as a public, private, or investor-controlled financial institution rather than a member-owned cooperative.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • Robinhood is structured as a public, private, or investor-controlled financial institution rather than a member-owned cooperative. [1]
  • context Robinhood's customers use account, card, loan, brokerage, or app terms set by the institution, without member-owner voting power over those rules. [2]
  • context Robinhood's business model depends on financial spreads, fees, interchange, credit economics, payment flows, or trading activity captured by the institution rather than democratically returned to customers. [3]
  • context Robinhood sells mainstream banking, card, lending, payment, or trading services in markets where customers face asymmetric terms, switching friction, and information disadvantages. [4]
  • context Robinhood's products have real household or market utility but are embedded in conventional credit, payment, lending, or trading incentives that can degrade customer interests. [5]
  • context Robinhood operates at large scale, which expands access but also magnifies private rule-setting, data concentration, and weak customer governance. [6]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
1 / 10

Robinhood's customers use account, card, loan, brokerage, or app terms set by the institution, without member-owner voting power over those rules.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • context Robinhood is structured as a public, private, or investor-controlled financial institution rather than a member-owned cooperative. [1]
  • Robinhood's customers use account, card, loan, brokerage, or app terms set by the institution, without member-owner voting power over those rules. [2]
  • context Robinhood's business model depends on financial spreads, fees, interchange, credit economics, payment flows, or trading activity captured by the institution rather than democratically returned to customers. [3]
  • context Robinhood sells mainstream banking, card, lending, payment, or trading services in markets where customers face asymmetric terms, switching friction, and information disadvantages. [4]
  • context Robinhood's products have real household or market utility but are embedded in conventional credit, payment, lending, or trading incentives that can degrade customer interests. [5]
  • context Robinhood operates at large scale, which expands access but also magnifies private rule-setting, data concentration, and weak customer governance. [6]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
1 / 10

Robinhood's business model depends on financial spreads, fees, interchange, credit economics, payment flows, or trading activity captured by the institution rather than democratically returned to customers.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • context Robinhood is structured as a public, private, or investor-controlled financial institution rather than a member-owned cooperative. [1]
  • context Robinhood's customers use account, card, loan, brokerage, or app terms set by the institution, without member-owner voting power over those rules. [2]
  • Robinhood's business model depends on financial spreads, fees, interchange, credit economics, payment flows, or trading activity captured by the institution rather than democratically returned to customers. [3]
  • context Robinhood sells mainstream banking, card, lending, payment, or trading services in markets where customers face asymmetric terms, switching friction, and information disadvantages. [4]
  • context Robinhood's products have real household or market utility but are embedded in conventional credit, payment, lending, or trading incentives that can degrade customer interests. [5]
  • context Robinhood operates at large scale, which expands access but also magnifies private rule-setting, data concentration, and weak customer governance. [6]
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

The linked evidence gives a bounded factual basis for this placement.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • context Robinhood is structured as a public, private, or investor-controlled financial institution rather than a member-owned cooperative. [1]
  • context Robinhood's customers use account, card, loan, brokerage, or app terms set by the institution, without member-owner voting power over those rules. [2]
  • context Robinhood's business model depends on financial spreads, fees, interchange, credit economics, payment flows, or trading activity captured by the institution rather than democratically returned to customers. [3]
  • context Robinhood sells mainstream banking, card, lending, payment, or trading services in markets where customers face asymmetric terms, switching friction, and information disadvantages. [4]
  • context Robinhood's products have real household or market utility but are embedded in conventional credit, payment, lending, or trading incentives that can degrade customer interests. [5]
  • context Robinhood operates at large scale, which expands access but also magnifies private rule-setting, data concentration, and weak customer governance. [6]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
1 / 7

The linked evidence gives a bounded factual basis for this placement.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • context Robinhood is structured as a public, private, or investor-controlled financial institution rather than a member-owned cooperative. [1]
  • context Robinhood's customers use account, card, loan, brokerage, or app terms set by the institution, without member-owner voting power over those rules. [2]
  • context Robinhood's business model depends on financial spreads, fees, interchange, credit economics, payment flows, or trading activity captured by the institution rather than democratically returned to customers. [3]
  • context Robinhood sells mainstream banking, card, lending, payment, or trading services in markets where customers face asymmetric terms, switching friction, and information disadvantages. [4]
  • context Robinhood's products have real household or market utility but are embedded in conventional credit, payment, lending, or trading incentives that can degrade customer interests. [5]
  • context Robinhood operates at large scale, which expands access but also magnifies private rule-setting, data concentration, and weak customer governance. [6]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
1 / 7

The linked evidence gives a bounded factual basis for this placement.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • context Robinhood is structured as a public, private, or investor-controlled financial institution rather than a member-owned cooperative. [1]
  • context Robinhood's customers use account, card, loan, brokerage, or app terms set by the institution, without member-owner voting power over those rules. [2]
  • context Robinhood's business model depends on financial spreads, fees, interchange, credit economics, payment flows, or trading activity captured by the institution rather than democratically returned to customers. [3]
  • context Robinhood sells mainstream banking, card, lending, payment, or trading services in markets where customers face asymmetric terms, switching friction, and information disadvantages. [4]
  • context Robinhood's products have real household or market utility but are embedded in conventional credit, payment, lending, or trading incentives that can degrade customer interests. [5]
  • context Robinhood operates at large scale, which expands access but also magnifies private rule-setting, data concentration, and weak customer governance. [6]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
1 / 5

Robinhood sells mainstream banking, card, lending, payment, or trading services in markets where customers face asymmetric terms, switching friction, and information disadvantages.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • context Robinhood is structured as a public, private, or investor-controlled financial institution rather than a member-owned cooperative. [1]
  • context Robinhood's customers use account, card, loan, brokerage, or app terms set by the institution, without member-owner voting power over those rules. [2]
  • context Robinhood's business model depends on financial spreads, fees, interchange, credit economics, payment flows, or trading activity captured by the institution rather than democratically returned to customers. [3]
  • Robinhood sells mainstream banking, card, lending, payment, or trading services in markets where customers face asymmetric terms, switching friction, and information disadvantages. [4]
  • context Robinhood's products have real household or market utility but are embedded in conventional credit, payment, lending, or trading incentives that can degrade customer interests. [5]
  • context Robinhood operates at large scale, which expands access but also magnifies private rule-setting, data concentration, and weak customer governance. [6]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
1 / 5

Robinhood's products have real household or market utility but are embedded in conventional credit, payment, lending, or trading incentives that can degrade customer interests.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • context Robinhood is structured as a public, private, or investor-controlled financial institution rather than a member-owned cooperative. [1]
  • context Robinhood's customers use account, card, loan, brokerage, or app terms set by the institution, without member-owner voting power over those rules. [2]
  • context Robinhood's business model depends on financial spreads, fees, interchange, credit economics, payment flows, or trading activity captured by the institution rather than democratically returned to customers. [3]
  • context Robinhood sells mainstream banking, card, lending, payment, or trading services in markets where customers face asymmetric terms, switching friction, and information disadvantages. [4]
  • Robinhood's products have real household or market utility but are embedded in conventional credit, payment, lending, or trading incentives that can degrade customer interests. [5]
  • context Robinhood operates at large scale, which expands access but also magnifies private rule-setting, data concentration, and weak customer governance. [6]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
1 / 5

Robinhood operates at large scale, which expands access but also magnifies private rule-setting, data concentration, and weak customer governance.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • context Robinhood is structured as a public, private, or investor-controlled financial institution rather than a member-owned cooperative. [1]
  • context Robinhood's customers use account, card, loan, brokerage, or app terms set by the institution, without member-owner voting power over those rules. [2]
  • context Robinhood's business model depends on financial spreads, fees, interchange, credit economics, payment flows, or trading activity captured by the institution rather than democratically returned to customers. [3]
  • context Robinhood sells mainstream banking, card, lending, payment, or trading services in markets where customers face asymmetric terms, switching friction, and information disadvantages. [4]
  • context Robinhood's products have real household or market utility but are embedded in conventional credit, payment, lending, or trading incentives that can degrade customer interests. [5]
  • Robinhood operates at large scale, which expands access but also magnifies private rule-setting, data concentration, and weak customer governance. [6]

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.
-5

Public enforcement or regulatory records identify consumer-protection, refund, servicing, overdraft, add-on-product, anti-money-laundering, or trading-platform failures connected to Robinhood.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • Public enforcement or regulatory records identify consumer-protection, refund, servicing, overdraft, add-on-product, anti-money-laundering, or trading-platform failures connected to Robinhood. [7]
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.
-3

Lobbying records or political-activity disclosures identify Robinhood or its corporate group as active in public-policy advocacy over financial rules while customers cannot democratically govern that agenda.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • Lobbying records or political-activity disclosures identify Robinhood or its corporate group as active in public-policy advocacy over financial rules while customers cannot democratically govern that agenda. [8]
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

Robinhood's app-based trading model has been associated with gamification concerns and can pull inexperienced or younger users into high-risk financial behavior.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • Robinhood's app-based trading model has been associated with gamification concerns and can pull inexperienced or younger users into high-risk financial behavior. [9]
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.
-2

Robinhood's model requires customers to navigate complex account, fee, card, credit, trading, or data terms that are formally disclosed but practically hard to govern or compare.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • Robinhood's model requires customers to navigate complex account, fee, card, credit, trading, or data terms that are formally disclosed but practically hard to govern or compare. [10]
Identity Capture
?
Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.
-1

Robinhood's public brand invites users to identify with an investing, military, convenience, or lifestyle financial identity that helps protect institutional power.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • Robinhood's public brand invites users to identify with an investing, military, convenience, or lifestyle financial identity that helps protect institutional power. [11]
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

Robinhood's products depend on collecting, processing, monitoring, and risk-scoring sensitive financial, transaction, identity, device, or account data.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • Robinhood's products depend on collecting, processing, monitoring, and risk-scoring sensitive financial, transaction, identity, device, or account data. [12]
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

Robinhood presents private financial gatekeeping, credit allocation, fee design, or trading access as ordinary neutral service even though those choices allocate power and risk.

Calibration notes

Comparative anchor: Financial-services expansion pass calibrated against existing credit unions, community-development banks, megabanks, and fintech entries.

Linked evidence
  • Robinhood presents private financial gatekeeping, credit allocation, fee design, or trading access as ordinary neutral service even though those choices allocate power and risk. [13]

Bonus Credits

No bonus credits applied in this version.

Confidence Basis

Confidence Basis

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

Medium 75/100

13 verified linked claims 13 direct axis claims 0 disputed claims 13/16 components covered

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

Claim confidence 17/20

13 verified linked claims

Source quality 12/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

13 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 8/10

13/16 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceMedium 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.
1Robinhood is structured as a public, private, or investor-controlled financial institution rather than a member-owned cooperative.

Ownership Verified High confidence Human-reviewed

2Robinhood's customers use account, card, loan, brokerage, or app terms set by the institution, without member-owner voting power over those rules.

Governance Verified High confidence Human-reviewed

3Robinhood's business model depends on financial spreads, fees, interchange, credit economics, payment flows, or trading activity captured by the institution rather than democratically returned to customers.

Extraction Verified High confidence Human-reviewed

4Robinhood sells mainstream banking, card, lending, payment, or trading services in markets where customers face asymmetric terms, switching friction, and information disadvantages.

Market Conduct Verified High confidence Human-reviewed

5Robinhood's products have real household or market utility but are embedded in conventional credit, payment, lending, or trading incentives that can degrade customer interests.

Product Integrity Verified High confidence Human-reviewed

6Robinhood operates at large scale, which expands access but also magnifies private rule-setting, data concentration, and weak customer governance.

Scale Integrity Verified High confidence Human-reviewed

7Public enforcement or regulatory records identify consumer-protection, refund, servicing, overdraft, add-on-product, anti-money-laundering, or trading-platform failures connected to Robinhood.

Human Harm Verified High confidence Human-reviewed

8Lobbying records or political-activity disclosures identify Robinhood or its corporate group as active in public-policy advocacy over financial rules while customers cannot democratically govern that agenda.

Policy Capture Verified Medium confidence Human-reviewed

9Robinhood's app-based trading model has been associated with gamification concerns and can pull inexperienced or younger users into high-risk financial behavior.

Youth Capture Verified Medium confidence Human-reviewed

10Robinhood's model requires customers to navigate complex account, fee, card, credit, trading, or data terms that are formally disclosed but practically hard to govern or compare.

Accountability Opacity Verified Medium confidence Human-reviewed

11Robinhood's public brand invites users to identify with an investing, military, convenience, or lifestyle financial identity that helps protect institutional power.

Identity Capture Verified Medium confidence Human-reviewed

12Robinhood's products depend on collecting, processing, monitoring, and risk-scoring sensitive financial, transaction, identity, device, or account data.

Surveillance Capture Verified Medium confidence Human-reviewed

13Robinhood presents private financial gatekeeping, credit allocation, fee design, or trading access as ordinary neutral service even though those choices allocate power and risk.

Ideological Disavowal Verified Medium confidence Human-reviewed

14Robinhood sets large-scale private rules for financial access, account conduct, credit, payment, or trading participation for customers who lack member-owner control over those rules.

Private Government Verified High confidence Human-reviewed

Alternatives

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