consumer credit reporting company

Experian

A public credit reporting company with complaint-handling, marketing email opt-out, credit-report accuracy, and consumer-dependence concerns. Experian scores low because of documented human harm, surveillance capture, and identity capture, with extractive economics and centralized governance reinforcing the negative evaluation.

Why this matters: A credit file can quietly decide whether someone gets housing, credit, or employment; bad process becomes coercive infrastructure.

Letter grade F Malignant Medium confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 6, 2026

Final Score -13* F - Malignant

FMALIGNANT-13 pts

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

Base Material9

Bonus+0

Cap35Ownership <= 2 and Governance <= 2

After Cap9

Penalties-22

Private Government badge

Experian 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 $2.1M on public policy issues.

Evidence: [8]

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Evaluation Overview

F - Malignant

The score turns mainly on Labor Sovereignty, with the largest penalty coming from Policy Capture.

Strengths

Labor Sovereignty2/7
Ownership1/10
Governance1/10

Penalties

Policy Capture-7
Human Harm-6
Surveillance Capture-3
Accountability Opacity-2

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessPartial (AI)
Linked claims8
Direct axis claims7
Coverage7/15

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	1 / 10	Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. Calibration notes Comparative anchor: Column-spectrum position: 12 scored entries below, 65 tied, 149 above on Ownership. Linked evidence context Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. [1]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	1 / 10	Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. Calibration notes Comparative anchor: Column-spectrum position: 2 scored entries below, 68 tied, 156 above on Governance. Linked evidence context Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. [1]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	1 / 10	Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. Calibration notes Comparative anchor: Column-spectrum position: 2 scored entries below, 17 tied, 207 above on Extraction. Linked evidence context Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. [1]
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	Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. Calibration notes Comparative anchor: Column-spectrum position: 8 scored entries below, 36 tied, 182 above on Labor Sovereignty. Linked evidence context Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. [1]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	1 / 7	Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. That keeps Experian low on Solidarity with the Unemployed: the model provides little protection for people who leave, are excluded, or cannot bargain from employment. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Calibration notes Comparative anchor: Column-spectrum position: 3 scored entries below, 27 tied, 196 above on Solidarity with the Unemployed. Linked evidence context Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. [1]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	1 / 7	Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. That keeps Experian low on Loss-Bearing Fidelity: losses, hazards, or adjustment costs are routinely pushed onto workers, customers, suppliers, communities, or the public. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Calibration notes Comparative anchor: Column-spectrum position: 12 scored entries below, 20 tied, 194 above on Loss-Bearing Fidelity. Linked evidence context Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. [1]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	0 / 5	Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. Calibration notes Comparative anchor: Column-spectrum position: 0 scored entries below, 14 tied, 212 above on Market Conduct. Linked evidence Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. [1]
Product Integrity ? Preservation of quality rather than degradation for monetization.	1 / 5	Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. Calibration notes Comparative anchor: Column-spectrum position: 5 scored entries below, 17 tied, 204 above on Product Integrity. Linked evidence context Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. [1]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	1 / 5	Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. Calibration notes Comparative anchor: Column-spectrum position: 14 scored entries below, 16 tied, 196 above on Scale Integrity. Linked evidence context Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion. [1]

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.	-6	The CFPB sued Experian in 2025, alleging improper investigations of consumer credit-report disputes and failures to properly handle disputed information. The CFPB sued Experian in 2025, alleging improper investigations of consumer credit-report disputes and failures to properly handle disputed information. That warrants a limited Human Harm penalty because ordinary operation, documented misconduct, or institutional power creates serious injury, deprivation, abuse, or foreseeable human damage. The value is limited because the linked record shows a real problem but not one that dominates the profile on this axis. Calibration notes Comparative anchor: Column-spectrum position: 39 scored entries below, 1 tied, 186 above on Human Harm. Linked evidence The CFPB sued Experian in 2025, alleging improper investigations of consumer credit-report disputes and failures to properly handle disputed information. [2]
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.	-7	OpenLobby records EXPERIAN NORTH AMERICA lobbying on consumer product safety and finance with about $2.1M in spending across 35 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role. OpenLobby records EXPERIAN NORTH AMERICA lobbying on consumer product safety and finance with about $2.1M in spending across 35 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role. That warrants a substantial Policy Capture penalty because private institutional pressure is being applied to public rules while affected people cannot democratically govern that agenda. The value is substantial but not at the floor because the linked record shows serious conduct without the strongest aggravating factors on this axis. Linked evidence OpenLobby records EXPERIAN NORTH AMERICA lobbying on consumer product safety and finance with about $2.1M in spending across 35 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role. [7]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	CFPB annual reporting on Equifax, Experian, and TransUnion identified deficiencies in nationwide consumer reporting companies responses to consumer complaints. CFPB annual reporting on Equifax, Experian, and TransUnion identified deficiencies in nationwide consumer reporting companies responses to consumer complaints. 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: Column-spectrum position: 0 scored entries below, 52 tied, 174 above on Accountability Opacity. Linked evidence CFPB annual reporting on Equifax, Experian, and TransUnion identified deficiencies in nationwide consumer reporting companies responses to consumer complaints. [3]
Identity Capture ? Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.	-2	The FTC charged Experian Consumer Services with sending marketing emails to account holders without a lawful opt-out path. The FTC charged Experian Consumer Services with sending marketing emails to account holders without a lawful opt-out path. That warrants a substantial Identity Capture penalty because users, workers, customers, or publics are pressured into identity attachment that protects institutional power. 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: Column-spectrum position: 13 scored entries below, 10 tied, 203 above on Identity Capture. Linked evidence The FTC charged Experian Consumer Services with sending marketing emails to account holders without a lawful opt-out path. [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.	-3	Experian’s nationwide consumer-reporting role and regulatory allegations about dispute handling, marketing opt-outs, and complaint responses is relevant to the surveillance-capture penalty because nonoptional consumer-data dossiers. Experian’s nationwide consumer-reporting role and regulatory allegations about dispute handling, marketing opt-outs, and complaint responses is relevant to the surveillance-capture penalty because nonoptional consumer-data dossiers. That warrants a substantial Surveillance Capture penalty because customers, workers, users, bystanders, or the public are exposed to invasive tracking, biometrics, or behavior scanning. 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: Column-spectrum position: 25 scored entries below, 4 tied, 197 above on Surveillance Capture. Linked evidence Experian’s nationwide consumer-reporting role and regulatory allegations about dispute handling, marketing opt-outs, and complaint responses is relevant to the surveillance-capture penalty because nonoptional consumer-data dossiers. [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.	-2	Experian's public framing is assessed as ideological-disavowal evidence because Experian exercises meaningful institutional or cultural power while strongly presenting contested choices as… Experian's public framing is assessed as ideological-disavowal evidence because Experian 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 Experian's public framing is assessed as ideological-disavowal evidence because Experian exercises meaningful institutional or cultural power while strongly presenting contested choices as neutral expertise, safety, objectivity, professionalism, administrative necessity, or public service. [6]

Bonus Credits

No bonus credits applied in this version.

Confidence Basis

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

Medium 72/100

7 verified linked claims 7 direct axis claims 0 disputed claims 7/15 components covered

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

Claim confidence 17/20

7 verified linked claims

Source quality 16/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 6/18

7 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 5/10

7/15 evidence-bearing components have direct support

Evidence State

Profile stateAI draft / human-pending

VerificationUnverified

ConfidenceMedium confidence (AI)

ThoroughnessPartial (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.

1Experian is one of the three nationwide consumer reporting companies, alongside Equifax and TransUnion.

Market Conduct Verified High confidence AI-generated / human-pending May 6, 2026

AI scaffold

CFPB report on nationwide consumer reporting companiesPrimary public record · 100%

2The CFPB sued Experian in 2025, alleging improper investigations of consumer credit-report disputes and failures to properly handle disputed information.

Human Harm Verified Medium confidence AI-generated / human-pending May 6, 2026

AI scaffold

CNBC Experian CFPB lawsuit summaryGeneral web source · 58%

3CFPB annual reporting on Equifax, Experian, and TransUnion identified deficiencies in nationwide consumer reporting companies responses to consumer complaints.

Accountability Opacity Verified High confidence AI-generated / human-pending May 6, 2026

AI scaffold

CFPB nationwide consumer reporting companies reportPrimary public record · 100%

4The FTC charged Experian Consumer Services with sending marketing emails to account holders without a lawful opt-out path.

Identity Capture Verified High confidence AI-generated / human-pending May 6, 2026

AI scaffold

FTC Experian marketing email casePrimary public record · 100%

5Experian’s nationwide consumer-reporting role and regulatory allegations about dispute handling, marketing opt-outs, and complaint responses is relevant to the surveillance-capture penalty because nonoptional consumer-data dossiers.

Surveillance Capture Verified Medium confidence AI-generated / human-pending May 6, 2026

AI scaffold

CFPB nationwide consumer reporting companies reportPrimary public record · 100%
FTC Experian marketing email casePrimary public record · 100%

6Experian's public framing is assessed as ideological-disavowal evidence because Experian 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

Experian official siteGeneral web source · 58%
CFPB report on nationwide consumer reporting companiesPrimary public record · 100%
CNBC Experian CFPB lawsuit summaryGeneral web source · 58%

7OpenLobby records EXPERIAN NORTH AMERICA lobbying on consumer product safety and finance with about $2.1M in spending across 35 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role.

Policy Capture Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

OpenLobby — EXPERIAN NORTH AMERICA lobbying profileGeneral web source · 58%

8Experian 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 $2.1M on public policy issues.

Private Government Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

OpenLobby — EXPERIAN NORTH AMERICA lobbying profileGeneral web source · 58%

Alternatives

Competitors

AGOOD55 HOPE Credit Union community development credit union · United States AGOOD55 Self-Help Credit Union community development credit union · United States AGOOD54 The Institute of Student Loan Advisors nonprofit free student-loan advice organization · United States AGOOD53 Clean Energy Credit Union federally chartered credit union · United States AGOOD53 National Foundation for Credit Counseling nonprofit credit-counseling network · United States AGOOD52 Seattle Credit Union community development credit union · United States AGOOD52 State Employees' Credit Union (NC) large state credit union · United States AGOOD50 Beneficial State Bank community development bank · United States

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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

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Audit Log

Recent public changes for this company or group. The full audit log is part of the Transparency record.

May 6, 2026 at 12:00 AM UTC ai-scaffolding

Added source-backed tentative evaluation during the A-grade/public-interest and nonobvious extraction expansion pass.

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