Capital One

public financial institution

Capital One

Industry Finance

A public bank and credit-card issuer selling cards, banking, auto finance, and digital financial products. Capital One has some consumer-friendly banking features, but credit-card economics, surveillance/data power, and the CFPB savings-rate lawsuit make it a weak mainstream-finance option.

Why this matters: Capital One is a common alternative for credit cards, online banking, and consumer lending.

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

Final Score -5* F - Malignant

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

Base Material11
Bonus+0
Cap35Ownership <= 2 and Governance <= 2
After Cap11
Penalties-16
G
Private Government badge

Capital One receives the Private Government badge because it combines large-scale private rule-setting over customers, workers, users, members, or counterparties with OpenLobby-documented lobbying of about $340K on public policy issues.

Evidence: [10]

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Evaluation Overview

F - Malignant

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

Strengths

  • Product Integrity3/5
  • Ownership1/10
  • Governance1/10

Penalties

  • Policy Capture-4
  • Surveillance Capture-4
  • Human Harm-3
  • Toxic Products-2

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims10
  • Direct axis claims9
  • Coverage9/15

Scoring Axes

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

Capital One is controlled through conventional corporate and shareholder governance rather than by customers, workers, merchants, or affected communities.

Linked evidence
  • Capital One is controlled through conventional corporate and shareholder governance rather than by customers, workers, merchants, or affected communities. [1]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
1 / 10

Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale.

Linked evidence
  • context Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale. [2]
  • context Capital One is controlled through conventional corporate and shareholder governance rather than by customers, workers, merchants, or affected communities. [1]
  • context Capital One operates in finance or payments markets where fees, switching costs, credit risk, data, and regulatory complexity create power asymmetry with ordinary customers or merchants. [3]
  • context Capital One retains conduct relevant to the Accountability Opacity penalty: fees, interest, rewards, data use, merchant pricing, risk scoring, or enforcement history are difficult for ordinary customers or merchants to evaluate clearly. [4]
  • context Capital One retains conduct relevant to the Surveillance Capture penalty: financial accounts, cards, payments, merchant data, location, transaction histories, fraud scoring, or app activity create extensive behavioral data power. [5]
  • context Capital One retains conduct relevant to the Ideological Disavowal penalty: it presents concentrated financial infrastructure, fees, risk scoring, and market power as neutral financial service rather than contested institutional power. [6]
  • context Capital One retains conduct relevant to the Human Harm penalty: the cited evidence links the institution to material consumer financial harm, fraud exposure, discriminatory impact, or severe account harm beyond ordinary inconvenience. [7]
  • context Capital One retains conduct relevant to the Toxic Products penalty: credit, debt, fees, high-interest revolving balances, or payment products can become financially toxic when designed around customer inertia or weak bargaining power. [8]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
1 / 10

Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale.

Linked evidence
  • context Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale. [2]
  • context Capital One is controlled through conventional corporate and shareholder governance rather than by customers, workers, merchants, or affected communities. [1]
  • context Capital One operates in finance or payments markets where fees, switching costs, credit risk, data, and regulatory complexity create power asymmetry with ordinary customers or merchants. [3]
  • context Capital One retains conduct relevant to the Accountability Opacity penalty: fees, interest, rewards, data use, merchant pricing, risk scoring, or enforcement history are difficult for ordinary customers or merchants to evaluate clearly. [4]
  • context Capital One retains conduct relevant to the Surveillance Capture penalty: financial accounts, cards, payments, merchant data, location, transaction histories, fraud scoring, or app activity create extensive behavioral data power. [5]
  • context Capital One retains conduct relevant to the Ideological Disavowal penalty: it presents concentrated financial infrastructure, fees, risk scoring, and market power as neutral financial service rather than contested institutional power. [6]
  • context Capital One retains conduct relevant to the Human Harm penalty: the cited evidence links the institution to material consumer financial harm, fraud exposure, discriminatory impact, or severe account harm beyond ordinary inconvenience. [7]
  • context Capital One retains conduct relevant to the Toxic Products penalty: credit, debt, fees, high-interest revolving balances, or payment products can become financially toxic when designed around customer inertia or weak bargaining power. [8]
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

Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale.

Linked evidence
  • context Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale. [2]
  • context Capital One is controlled through conventional corporate and shareholder governance rather than by customers, workers, merchants, or affected communities. [1]
  • context Capital One operates in finance or payments markets where fees, switching costs, credit risk, data, and regulatory complexity create power asymmetry with ordinary customers or merchants. [3]
  • context Capital One retains conduct relevant to the Accountability Opacity penalty: fees, interest, rewards, data use, merchant pricing, risk scoring, or enforcement history are difficult for ordinary customers or merchants to evaluate clearly. [4]
  • context Capital One retains conduct relevant to the Surveillance Capture penalty: financial accounts, cards, payments, merchant data, location, transaction histories, fraud scoring, or app activity create extensive behavioral data power. [5]
  • context Capital One retains conduct relevant to the Ideological Disavowal penalty: it presents concentrated financial infrastructure, fees, risk scoring, and market power as neutral financial service rather than contested institutional power. [6]
  • context Capital One retains conduct relevant to the Human Harm penalty: the cited evidence links the institution to material consumer financial harm, fraud exposure, discriminatory impact, or severe account harm beyond ordinary inconvenience. [7]
  • context Capital One retains conduct relevant to the Toxic Products penalty: credit, debt, fees, high-interest revolving balances, or payment products can become financially toxic when designed around customer inertia or weak bargaining power. [8]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
1 / 7

Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale.

Linked evidence
  • context Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale. [2]
  • context Capital One is controlled through conventional corporate and shareholder governance rather than by customers, workers, merchants, or affected communities. [1]
  • context Capital One operates in finance or payments markets where fees, switching costs, credit risk, data, and regulatory complexity create power asymmetry with ordinary customers or merchants. [3]
  • context Capital One retains conduct relevant to the Accountability Opacity penalty: fees, interest, rewards, data use, merchant pricing, risk scoring, or enforcement history are difficult for ordinary customers or merchants to evaluate clearly. [4]
  • context Capital One retains conduct relevant to the Surveillance Capture penalty: financial accounts, cards, payments, merchant data, location, transaction histories, fraud scoring, or app activity create extensive behavioral data power. [5]
  • context Capital One retains conduct relevant to the Ideological Disavowal penalty: it presents concentrated financial infrastructure, fees, risk scoring, and market power as neutral financial service rather than contested institutional power. [6]
  • context Capital One retains conduct relevant to the Human Harm penalty: the cited evidence links the institution to material consumer financial harm, fraud exposure, discriminatory impact, or severe account harm beyond ordinary inconvenience. [7]
  • context Capital One retains conduct relevant to the Toxic Products penalty: credit, debt, fees, high-interest revolving balances, or payment products can become financially toxic when designed around customer inertia or weak bargaining power. [8]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
1 / 7

Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale.

Linked evidence
  • context Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale. [2]
  • context Capital One is controlled through conventional corporate and shareholder governance rather than by customers, workers, merchants, or affected communities. [1]
  • context Capital One operates in finance or payments markets where fees, switching costs, credit risk, data, and regulatory complexity create power asymmetry with ordinary customers or merchants. [3]
  • context Capital One retains conduct relevant to the Accountability Opacity penalty: fees, interest, rewards, data use, merchant pricing, risk scoring, or enforcement history are difficult for ordinary customers or merchants to evaluate clearly. [4]
  • context Capital One retains conduct relevant to the Surveillance Capture penalty: financial accounts, cards, payments, merchant data, location, transaction histories, fraud scoring, or app activity create extensive behavioral data power. [5]
  • context Capital One retains conduct relevant to the Ideological Disavowal penalty: it presents concentrated financial infrastructure, fees, risk scoring, and market power as neutral financial service rather than contested institutional power. [6]
  • context Capital One retains conduct relevant to the Human Harm penalty: the cited evidence links the institution to material consumer financial harm, fraud exposure, discriminatory impact, or severe account harm beyond ordinary inconvenience. [7]
  • context Capital One retains conduct relevant to the Toxic Products penalty: credit, debt, fees, high-interest revolving balances, or payment products can become financially toxic when designed around customer inertia or weak bargaining power. [8]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
1 / 5

Capital One operates in finance or payments markets where fees, switching costs, credit risk, data, and regulatory complexity create power asymmetry with ordinary customers or merchants.

Linked evidence
  • Capital One operates in finance or payments markets where fees, switching costs, credit risk, data, and regulatory complexity create power asymmetry with ordinary customers or merchants. [3]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
3 / 5

Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale.

Linked evidence
  • Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale. [2]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
1 / 5

Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale.

Linked evidence
  • context Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale. [2]
  • context Capital One is controlled through conventional corporate and shareholder governance rather than by customers, workers, merchants, or affected communities. [1]
  • context Capital One operates in finance or payments markets where fees, switching costs, credit risk, data, and regulatory complexity create power asymmetry with ordinary customers or merchants. [3]
  • context Capital One retains conduct relevant to the Accountability Opacity penalty: fees, interest, rewards, data use, merchant pricing, risk scoring, or enforcement history are difficult for ordinary customers or merchants to evaluate clearly. [4]
  • context Capital One retains conduct relevant to the Surveillance Capture penalty: financial accounts, cards, payments, merchant data, location, transaction histories, fraud scoring, or app activity create extensive behavioral data power. [5]
  • context Capital One retains conduct relevant to the Ideological Disavowal penalty: it presents concentrated financial infrastructure, fees, risk scoring, and market power as neutral financial service rather than contested institutional power. [6]
  • context Capital One retains conduct relevant to the Human Harm penalty: the cited evidence links the institution to material consumer financial harm, fraud exposure, discriminatory impact, or severe account harm beyond ordinary inconvenience. [7]
  • context Capital One retains conduct relevant to the Toxic Products penalty: credit, debt, fees, high-interest revolving balances, or payment products can become financially toxic when designed around customer inertia or weak bargaining power. [8]

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.
-3

Capital One retains conduct relevant to the Human Harm penalty: the cited evidence links the institution to material consumer financial harm, fraud exposure, discriminatory impact, or severe account harm beyond ordinary inconvenience.

Linked evidence
  • Capital One retains conduct relevant to the Human Harm penalty: the cited evidence links the institution to material consumer financial harm, fraud exposure, discriminatory impact, or severe account harm beyond ordinary inconvenience. [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.
-4

OpenLobby records CAPITAL ONE FINANCIAL CORPORATION lobbying on banking, finance, tax, consumer product safety with about $340K in spending across 21 filings; the reviewed filings document…

Linked evidence
  • OpenLobby records CAPITAL ONE FINANCIAL CORPORATION lobbying on banking, finance, tax, consumer product safety with about $340K in spending across 21 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role. [9]
Toxic Products
?
Current sale of products whose ordinary use, exposure, ingredients, residues, packaging, or formulation creates toxic, addictive, or consumer-safety risk. Food products receive at least light scrutiny for artificial colors, artificial flavors, petro-derived additives, pesticide residues, contaminants, endocrine-disrupting packaging, and ultra-processed formulation. Ordinary adult nightlife or alcohol service is not penalized by itself without evidence of predatory marketing, youth targeting, addiction-extractive design, or unusual product-safety misconduct. Range: -5 to 0.
-2

Capital One retains conduct relevant to the Toxic Products penalty: credit, debt, fees, high-interest revolving balances, or payment products can become financially toxic when designed around customer inertia or weak bargaining power.

Linked evidence
  • Capital One retains conduct relevant to the Toxic Products penalty: credit, debt, fees, high-interest revolving balances, or payment products can become financially toxic when designed around customer inertia or weak bargaining power. [8]
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.
-2

Capital One retains conduct relevant to the Accountability Opacity penalty: fees, interest, rewards, data use, merchant pricing, risk scoring, or enforcement history are difficult for ordinary customers or merchants to evaluate clearly.

Linked evidence
  • Capital One retains conduct relevant to the Accountability Opacity penalty: fees, interest, rewards, data use, merchant pricing, risk scoring, or enforcement history are difficult for ordinary customers or merchants to evaluate clearly. [4]
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.
-4

Capital One retains conduct relevant to the Surveillance Capture penalty: financial accounts, cards, payments, merchant data, location, transaction histories, fraud scoring, or app activity create extensive behavioral data power.

Linked evidence
  • Capital One retains conduct relevant to the Surveillance Capture penalty: financial accounts, cards, payments, merchant data, location, transaction histories, fraud scoring, or app activity create extensive behavioral data power. [5]
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

Capital One retains conduct relevant to the Ideological Disavowal penalty: it presents concentrated financial infrastructure, fees, risk scoring, and market power as neutral financial service rather than contested institutional power.

Linked evidence
  • Capital One retains conduct relevant to the Ideological Disavowal penalty: it presents concentrated financial infrastructure, fees, risk scoring, and market power as neutral financial service rather than contested institutional power. [6]

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 76/100

9 verified linked claims 9 direct axis claims 0 disputed claims 9/15 components covered

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

Claim confidence 15/20

9 verified linked claims

Source quality 17/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

9 direct claims across 15 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

9/15 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.
1Capital One is controlled through conventional corporate and shareholder governance rather than by customers, workers, merchants, or affected communities.

Ownership Verified High confidence AI-generated / human-pending

AI scaffold

2Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale.

Product Integrity Verified High confidence AI-generated / human-pending

AI scaffold

3Capital One operates in finance or payments markets where fees, switching costs, credit risk, data, and regulatory complexity create power asymmetry with ordinary customers or merchants.

Market Conduct Verified Medium confidence AI-generated / human-pending

AI scaffold

4Capital One retains conduct relevant to the Accountability Opacity penalty: fees, interest, rewards, data use, merchant pricing, risk scoring, or enforcement history are difficult for ordinary customers or merchants to evaluate clearly.

Accountability Opacity Verified Medium confidence AI-generated / human-pending

AI scaffold

5Capital One retains conduct relevant to the Surveillance Capture penalty: financial accounts, cards, payments, merchant data, location, transaction histories, fraud scoring, or app activity create extensive behavioral data power.

Surveillance Capture Verified Medium confidence AI-generated / human-pending

AI scaffold

6Capital One retains conduct relevant to the Ideological Disavowal penalty: it presents concentrated financial infrastructure, fees, risk scoring, and market power as neutral financial service rather than contested institutional power.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending

AI scaffold

7Capital One retains conduct relevant to the Human Harm penalty: the cited evidence links the institution to material consumer financial harm, fraud exposure, discriminatory impact, or severe account harm beyond ordinary inconvenience.

Human Harm Verified Medium confidence AI-generated / human-pending

AI scaffold

8Capital One retains conduct relevant to the Toxic Products penalty: credit, debt, fees, high-interest revolving balances, or payment products can become financially toxic when designed around customer inertia or weak bargaining power.

Toxic Products Verified Medium confidence AI-generated / human-pending

AI scaffold

9OpenLobby records CAPITAL ONE FINANCIAL CORPORATION lobbying on banking, finance, tax, consumer product safety with about $340K in spending across 21 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role.

Policy Capture Verified Medium confidence AI-generated / human-pending

AI scaffold

10Capital One receives the Private Government badge because it combines large-scale private rule-setting over customers, workers, users, members, or counterparties with OpenLobby-documented lobbying of about $340K on public policy issues.

Private Government Verified Medium confidence AI-generated / human-pending

AI scaffold

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