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
* Tentative scaffolding score. Not human-checked or final.
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]
Request verification to have the evidence record checked against primary materials and organization-supplied documents. Verification does not buy a higher score; scores change only when review finds factual errors, omissions, or miscalibration.
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
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.
- Capital One annual reportsPrimary institutional record · 90%
- CFPB Capital One actionPrimary public record · 100%
- Capital One privacy policyOfficial self-description · 68%
2Capital One provides banking, credit, payments, cards, financial infrastructure, or related consumer financial services at large scale.
- Capital One annual reportsPrimary institutional record · 90%
- CFPB Capital One actionPrimary public record · 100%
- Capital One privacy policyOfficial self-description · 68%
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.
- Capital One annual reportsPrimary institutional record · 90%
- CFPB Capital One actionPrimary public record · 100%
- Capital One privacy policyOfficial self-description · 68%
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.
- Capital One annual reportsPrimary institutional record · 90%
- CFPB Capital One actionPrimary public record · 100%
- Capital One privacy policyOfficial self-description · 68%
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.
- Capital One annual reportsPrimary institutional record · 90%
- CFPB Capital One actionPrimary public record · 100%
- Capital One privacy policyOfficial self-description · 68%
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.
- Capital One annual reportsPrimary institutional record · 90%
- CFPB Capital One actionPrimary public record · 100%
- Capital One privacy policyOfficial self-description · 68%
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.
- Capital One annual reportsPrimary institutional record · 90%
- CFPB Capital One actionPrimary public record · 100%
- Capital One privacy policyOfficial self-description · 68%
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.
- Capital One annual reportsPrimary institutional record · 90%
- CFPB Capital One actionPrimary public record · 100%
- Capital One privacy policyOfficial self-description · 68%
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.
- OpenLobby — CAPITAL ONE FINANCIAL CORPORATION lobbying profileGeneral web source · 58%
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.
- OpenLobby — CAPITAL ONE FINANCIAL CORPORATION lobbying profileGeneral web source · 58%
Help Improve This Profile
Submit source-backed evidence or challenge a specific claim, source, axis value, or calculation below.
How This Page Is Maintained
Evidence comes in through contributors, is checked by verifiers, and is synthesized by reviewers. Founder authority remains narrow and visible; scores recalculate when verified claims or the rubric change.
Civic Note
Incorporation, limited liability, market access, and other institutional privileges are public grants. Good Companies Directory treats those privileges as conditional on accountability to workers, users, communities, and the public.
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Audit Log
Recent public changes for this company or group. The full audit log is part of the Transparency record.
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