public credit-scoring and analytics company

FICO

A public analytics company best known for FICO credit scores used in lending and other financial decisions. FICO scores low because a privately owned scoring infrastructure shapes access to credit, housing, and insurance while ordinary people have little direct power over the model.

Why this matters: Credit scores are not optional consumer products; they are private rule systems attached to basic life chances.

Letter grade D Extractive High confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 12, 2026

Final Score 4* D - Extractive

DEXTRACTIVE4 pts

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

Base Material17

Bonus+0

Cap35Ownership <= 2 and Governance <= 2

After Cap17

Penalties-13

!Not Verified

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Evaluation Overview

D - Extractive

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

Strengths

Scale Integrity4/5
Extraction2/10
Labor Sovereignty2/7

Penalties

Policy Capture-3
Surveillance Capture-3
Accountability Opacity-2
Identity Capture-2

Evidence state

ConfidenceHigh confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims15
Direct axis claims15
Coverage15/15

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	1 / 10	FICO's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the finance category. FICO's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the finance category. On Ownership, FICO belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Finance, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence FICO's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the finance category. [1] context FICO's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context FICO's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context FICO's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context FICO operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context FICO's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context FICO operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context FICO's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context FICO's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	1 / 10	FICO's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. FICO's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. On Governance, FICO belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Finance, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context FICO's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the finance category. [1] FICO's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context FICO's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context FICO's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context FICO operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context FICO's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context FICO operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context FICO's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context FICO's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	2 / 10	FICO's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. FICO's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. On Extraction, FICO belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Finance, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context FICO's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the finance category. [1] context FICO's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] FICO's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context FICO's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context FICO operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context FICO's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context FICO operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context FICO's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context FICO's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
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	FICO's linked public materials do not show ordinary workers holding full binding democratic control over the institution. FICO's linked public materials do not show ordinary workers holding full binding democratic control over the institution. On Labor Sovereignty, FICO belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Finance, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context FICO's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the finance category. [1] context FICO's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context FICO's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] FICO's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context FICO operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context FICO's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context FICO operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context FICO's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context FICO's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	2 / 7	FICO operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. FICO operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. On Solidarity with the Unemployed, FICO belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Finance, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context FICO's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the finance category. [1] context FICO's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context FICO's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context FICO's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] FICO operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context FICO's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context FICO operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context FICO's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context FICO's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	2 / 7	FICO's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. FICO's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. On Loss-Bearing Fidelity, FICO belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Finance, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context FICO's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the finance category. [1] context FICO's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context FICO's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context FICO's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context FICO operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] FICO's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context FICO operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context FICO's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context FICO's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	1 / 5	FICO operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. FICO operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. On Market Conduct, FICO belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Finance, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context FICO's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the finance category. [1] context FICO's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context FICO's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context FICO's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context FICO operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context FICO's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] FICO operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context FICO's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context FICO's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Product Integrity ? Preservation of quality rather than degradation for monetization.	2 / 5	FICO's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. FICO's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. On Product Integrity, FICO belongs low because control and surplus are mainly held by shareholders, executives, landlords, investors, or institutional boards while users face practical dependence. In a high-contact category like Finance, that asymmetry counts more heavily than it would for an optional purchase. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context FICO's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the finance category. [1] context FICO's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context FICO's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context FICO's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context FICO operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context FICO's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context FICO operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] FICO's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] context FICO's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	4 / 5	FICO's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. FICO's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. On Scale Integrity, FICO sits in the middle because the structure has real public, nonprofit, or service value, but users still do not hold decisive control over prices, access rules, quality, or institutional priorities. That places it above ordinary shareholder firms but below democratic or member-owned alternatives. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence context FICO's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the finance category. [1] context FICO's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers. [2] context FICO's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery. [3] context FICO's public materials do not show ordinary workers holding full binding democratic control over the institution. [4] context FICO operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power. [5] context FICO's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise. [6] context FICO operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice. [7] context FICO's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability. [8] FICO's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities. [9]

Penalties

Penalty	Applied	Why this penalty
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	FICO's public record makes Policy Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. FICO's public record makes Policy Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. This warrants a Policy Capture penalty because the evidence shows harm or risk tied to the institution's actual role: housing, tax, utility, healthcare, storage, or childcare power over people with limited alternatives. The penalty is calibrated to this entity's severity rather than assigned automatically to the whole category. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence FICO's public record makes Policy Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [10]
Subscription Capture ? Manipulative recurring-payment, automatic-renewal, cancellation-friction, bundling, trial-conversion, or refund designs that profit from inertia or confusion. Range: -5 to 0.	-1	FICO's public record makes Subscription Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. FICO's public record makes Subscription Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. This warrants a Subscription Capture penalty because the evidence shows harm or risk tied to the institution's actual role: housing, tax, utility, healthcare, storage, or childcare power over people with limited alternatives. The penalty is calibrated to this entity's severity rather than assigned automatically to the whole category. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence FICO's public record makes Subscription Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [11]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	FICO's public record makes Accountability Opacity relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. FICO's public record makes Accountability Opacity relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. This warrants a Accountability Opacity penalty because the evidence shows harm or risk tied to the institution's actual role: housing, tax, utility, healthcare, storage, or childcare power over people with limited alternatives. The penalty is calibrated to this entity's severity rather than assigned automatically to the whole category. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence FICO's public record makes Accountability Opacity relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [12]
Identity Capture ? Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.	-2	FICO's public record makes Identity Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. FICO's public record makes Identity Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. This warrants a Identity Capture penalty because the evidence shows harm or risk tied to the institution's actual role: housing, tax, utility, healthcare, storage, or childcare power over people with limited alternatives. The penalty is calibrated to this entity's severity rather than assigned automatically to the whole category. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence FICO's public record makes Identity Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [13]
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	FICO's public record makes Surveillance Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. FICO's public record makes Surveillance Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. This warrants a Surveillance Capture penalty because the evidence shows harm or risk tied to the institution's actual role: housing, tax, utility, healthcare, storage, or childcare power over people with limited alternatives. The penalty is calibrated to this entity's severity rather than assigned automatically to the whole category. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence FICO's public record makes Surveillance Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [14]
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	FICO's public record makes Ideological Disavowal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. FICO's public record makes Ideological Disavowal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. This warrants a Ideological Disavowal penalty because the evidence shows harm or risk tied to the institution's actual role: housing, tax, utility, healthcare, storage, or childcare power over people with limited alternatives. The penalty is calibrated to this entity's severity rather than assigned automatically to the whole category. Calibration notes Comparative anchor: Coverage-gap batch calibrated across tax filing, utilities, housing, storage, healthcare systems, and childcare/youth institutions. Linked evidence FICO's public record makes Ideological Disavowal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability. [15]

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.

High 80/100

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

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

Claim confidence 16/20

15 verified linked claims

Source quality 11/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

15 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 10/10

15/15 evidence-bearing components have direct support

Evidence State

Profile stateAI draft / human-pending

VerificationUnverified

ConfidenceHigh 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.

1FICO's public record identifies its ownership form, institutional type, or public/private/nonprofit/cooperative structure in the finance category.

Ownership Verified High confidence Human-reviewed May 12, 2026

FICO investor relationsOfficial self-description · 68%

2FICO's public record indicates whether binding control sits with shareholders, executives, members, public officials, nonprofit boards, residents, patients, or customers.

Governance Verified High confidence Human-reviewed May 12, 2026

FICO investor relationsOfficial self-description · 68%

3FICO's model determines whether money flows primarily to investors and owners or back toward users, members, public value, community services, affordability, or mission delivery.

Extraction Verified High confidence Human-reviewed May 12, 2026

FICO investor relationsOfficial self-description · 68%

4FICO's public materials do not show ordinary workers holding full binding democratic control over the institution.

Labor Sovereignty Verified Medium confidence Human-reviewed May 12, 2026

FICO investor relationsOfficial self-description · 68%

5FICO operates in an everyday-need category where job loss, illness, rent pressure, family-care obligations, tax compliance, utility dependence, or household instability affects bargaining power.

Solidarity Unemployed Verified Medium confidence Human-reviewed May 12, 2026

myFICO credit educationGeneral web source · 58%

6FICO's product or service can absorb real household, civic, care, housing, energy, or tax-compliance risk, but the record also shows who bears costs when the institution fails or prices rise.

Loss Bearing Fidelity Verified High confidence Human-reviewed May 12, 2026

FICO investor relationsOfficial self-description · 68%

7FICO operates in a market where customers, tenants, patients, taxpayers, utility users, parents, or community members often face switching costs, asymmetric information, or limited choice.

Market Conduct Verified High confidence Human-reviewed May 12, 2026

myFICO credit educationGeneral web source · 58%

8FICO's core service has practical everyday utility, but its integrity depends on pricing, safety, transparency, access, quality, data handling, and accountability.

Product Integrity Verified High confidence Human-reviewed May 12, 2026

FICO investor relationsOfficial self-description · 68%

9FICO's scale or category makes its decisions consequential for ordinary U.S. households, patients, tenants, parents, taxpayers, utility customers, or communities.

Scale Integrity Verified High confidence Human-reviewed May 12, 2026

myFICO credit educationGeneral web source · 58%

10FICO's public record makes Policy Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Policy Capture Verified Medium confidence Human-reviewed May 12, 2026

myFICO credit educationGeneral web source · 58%

11FICO's public record makes Subscription Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Subscription Capture Verified Medium confidence Human-reviewed May 12, 2026

myFICO credit educationGeneral web source · 58%

12FICO's public record makes Accountability Opacity relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Accountability Opacity Verified Medium confidence Human-reviewed May 12, 2026

myFICO credit educationGeneral web source · 58%

13FICO's public record makes Identity Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Identity Capture Verified Medium confidence Human-reviewed May 12, 2026

myFICO credit educationGeneral web source · 58%

14FICO's public record makes Surveillance Capture relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Surveillance Capture Verified Medium confidence Human-reviewed May 12, 2026

myFICO credit educationGeneral web source · 58%

15FICO's public record makes Ideological Disavowal relevant through its ownership, pricing, safety, lobbying, environmental burden, youth exposure, data practices, lock-in, public mission, or community accountability.

Ideological Disavowal Verified Medium confidence Human-reviewed May 12, 2026

myFICO credit educationGeneral web source · 58%

Alternatives

Competitors

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

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