mutual insurance group

Liberty Mutual

A large mutual insurance group selling auto, home, renters, life, commercial, and specialty insurance through Liberty Mutual, Safeco, and related brands. Liberty Mutual scores better than public insurers on ownership form, but its scale, telematics, pricing opacity, and ordinary insurance-data asymmetry keep it below smaller mutual and cooperative insurers.

Why this matters: Liberty Mutual is a major State Farm/GEICO/Progressive/Allstate competitor and helps distinguish mutual form from more democratic or regional insurance structures.

Letter grade D Extractive Medium confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 11, 2026

Final Score 10* D - Extractive

DEXTRACTIVE10 pts

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

Base Material23

Bonus+0

Cap66No structure cap

After Cap23

Penalties-13

Private Government badge

Liberty Mutual 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 $1.8M on public policy issues.

Evidence: [9]

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Evaluation Overview

D - Extractive

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

Strengths

Ownership5/10
Extraction3/10
Market Conduct3/5

Penalties

Policy Capture-6
Surveillance Capture-3
Accountability Opacity-2
Subscription Capture-1

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims9
Direct axis claims8
Coverage8/14

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	5 / 10	Liberty Mutual has the ownership and control structure described in its public materials or filings; this determines whether policyholders, members, shareholders, private owners, or external owners ultimately govern the insurer. Liberty Mutual has the ownership and control structure described in its public materials or filings; this determines whether policyholders, members, shareholders, private owners, or external owners ultimately govern the insurer. That places Liberty Mutual in the middle of Ownership: there is some mission, member, producer, or public-interest constraint, but decisive control is not fully democratic. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Linked evidence Liberty Mutual has the ownership and control structure described in its public materials or filings; this determines whether policyholders, members, shareholders, private owners, or external owners ultimately govern the insurer. [1]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	2 / 10	Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. That keeps Liberty Mutual low on Governance: ordinary users, workers, customers, or affected communities cannot change the rules that govern them. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. [2] context Liberty Mutual has the ownership and control structure described in its public materials or filings; this determines whether policyholders, members, shareholders, private owners, or external owners ultimately govern the insurer. [1] context Liberty Mutual operates in insurance markets where customers need protection but face complex pricing, underwriting, claims discretion, agent incentives, renewal increases, credit/insurance scoring, and limited comparability. [3]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	3 / 10	Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. That keeps Liberty Mutual low on Extraction: the business model makes extraction from workers, users, suppliers, customers, or the public central rather than incidental. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. [2] context Liberty Mutual has the ownership and control structure described in its public materials or filings; this determines whether policyholders, members, shareholders, private owners, or external owners ultimately govern the insurer. [1] context Liberty Mutual operates in insurance markets where customers need protection but face complex pricing, underwriting, claims discretion, agent incentives, renewal increases, credit/insurance scoring, and limited comparability. [3]
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	Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. That keeps Liberty Mutual low on Labor Sovereignty: labor remains managerially controlled, replaceable, or exposed to coercive employment and contracting conditions. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. [2] context Liberty Mutual has the ownership and control structure described in its public materials or filings; this determines whether policyholders, members, shareholders, private owners, or external owners ultimately govern the insurer. [1] context Liberty Mutual operates in insurance markets where customers need protection but face complex pricing, underwriting, claims discretion, agent incentives, renewal increases, credit/insurance scoring, and limited comparability. [3]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	2 / 7	Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. That keeps Liberty Mutual 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. Linked evidence context Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. [2] context Liberty Mutual has the ownership and control structure described in its public materials or filings; this determines whether policyholders, members, shareholders, private owners, or external owners ultimately govern the insurer. [1] context Liberty Mutual operates in insurance markets where customers need protection but face complex pricing, underwriting, claims discretion, agent incentives, renewal increases, credit/insurance scoring, and limited comparability. [3]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	2 / 7	Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. That keeps Liberty Mutual 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. Linked evidence context Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. [2] context Liberty Mutual has the ownership and control structure described in its public materials or filings; this determines whether policyholders, members, shareholders, private owners, or external owners ultimately govern the insurer. [1] context Liberty Mutual operates in insurance markets where customers need protection but face complex pricing, underwriting, claims discretion, agent incentives, renewal increases, credit/insurance scoring, and limited comparability. [3]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	3 / 5	Liberty Mutual operates in insurance markets where customers need protection but face complex pricing, underwriting, claims discretion, agent incentives, renewal increases, credit/insurance scoring, and limited comparability. Liberty Mutual operates in insurance markets where customers need protection but face complex pricing, underwriting, claims discretion, agent incentives, renewal increases, credit/insurance scoring, and limited comparability. That places Liberty Mutual in the middle of Market Conduct: the product has real value but still uses meaningful lock-in, gatekeeping, market power, or dependency. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Linked evidence Liberty Mutual operates in insurance markets where customers need protection but face complex pricing, underwriting, claims discretion, agent incentives, renewal increases, credit/insurance scoring, and limited comparability. [3]
Product Integrity ? Preservation of quality rather than degradation for monetization.	3 / 5	Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. That places Liberty Mutual in the middle of Product Integrity: the product has real use value but is compromised by incentives, monetization, lock-in, quality degradation, or risk. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Linked evidence Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. [2]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	2 / 5	Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. That places Liberty Mutual in the middle of Scale Integrity: scale brings useful reach but also weakens accountability, transparency, or local constraint. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Linked evidence context Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries. [2] context Liberty Mutual has the ownership and control structure described in its public materials or filings; this determines whether policyholders, members, shareholders, private owners, or external owners ultimately govern the insurer. [1] context Liberty Mutual operates in insurance markets where customers need protection but face complex pricing, underwriting, claims discretion, agent incentives, renewal increases, credit/insurance scoring, and limited comparability. [3]

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.	-6	OpenLobby records LIBERTY MUTUAL (FORMERLY KNOWN AS AKIN GUMP ON BEHALF OF LIBERTY MUTUAL) lobbying on banking, housing, tort law, transportation, tax, environment with about $1.8M in… OpenLobby records LIBERTY MUTUAL (FORMERLY KNOWN AS AKIN GUMP ON BEHALF OF LIBERTY MUTUAL) lobbying on banking, housing, tort law, transportation, tax, environment with about $1.8M in spending across 30 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy. 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 LIBERTY MUTUAL (FORMERLY KNOWN AS AKIN GUMP ON BEHALF OF LIBERTY MUTUAL) lobbying on banking, housing, tort law, transportation, tax, environment with about $1.8M in spending across 30 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role. [8]
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	Liberty Mutual sells continuing policy relationships rather than one-time purchases; recurring renewals, bundling, loyalty discounts, underwriting history, and switching friction can keep customers locked into the account relationship. Liberty Mutual sells continuing policy relationships rather than one-time purchases; recurring renewals, bundling, loyalty discounts, underwriting history, and switching friction can keep customers locked into the account relationship. That warrants a limited Subscription Capture penalty because recurring-payment design profits from inertia, confusion, bundling, renewal friction, or cancellation difficulty. The value is limited because the linked record shows a real problem but not one that dominates the profile on this axis. Linked evidence Liberty Mutual sells continuing policy relationships rather than one-time purchases; recurring renewals, bundling, loyalty discounts, underwriting history, and switching friction can keep customers locked into the account relationship. [4]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	Liberty Mutual publishes policy and privacy materials, but ordinary customers often cannot fully compare exclusions, claims behavior, renewal pricing, affiliate sharing, insurance scores, telematics, and underwriting logic before buying. Liberty Mutual publishes policy and privacy materials, but ordinary customers often cannot fully compare exclusions, claims behavior, renewal pricing, affiliate sharing, insurance scores, telematics, and underwriting logic before buying. 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. Linked evidence Liberty Mutual publishes policy and privacy materials, but ordinary customers often cannot fully compare exclusions, claims behavior, renewal pricing, affiliate sharing, insurance scores, telematics, and underwriting logic before buying. [5]
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	Liberty Mutual handles sensitive insurance, financial, vehicle, location, claims, medical, credit, household, telematics, or browsing data, and may share or process it across affiliates, vendors, agents, or support organizations. Liberty Mutual handles sensitive insurance, financial, vehicle, location, claims, medical, credit, household, telematics, or browsing data, and may share or process it across affiliates, vendors, agents, or support organizations. 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. Linked evidence Liberty Mutual handles sensitive insurance, financial, vehicle, location, claims, medical, credit, household, telematics, or browsing data, and may share or process it across affiliates, vendors, agents, or support organizations. [6]
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	Liberty Mutual presents insurance as neutral protection and service while underplaying how underwriting, claims discretion, risk scoring, data use, and ownership structure shape power between insurer and insured. Liberty Mutual presents insurance as neutral protection and service while underplaying how underwriting, claims discretion, risk scoring, data use, and ownership structure shape power between insurer and insured. That warrants a limited Ideological Disavowal penalty because the institution presents situated, contested choices as neutrality, expertise, inevitability, safety, or common sense. The value is limited because the linked record shows a real problem but not one that dominates the profile on this axis. Linked evidence Liberty Mutual presents insurance as neutral protection and service while underplaying how underwriting, claims discretion, risk scoring, data use, and ownership structure shape power between insurer and insured. [7]

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

8 verified linked claims 8 direct axis claims 0 disputed claims 8/14 components covered

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

Claim confidence 13/20

8 verified linked claims

Source quality 15/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

8 direct claims across 14 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

8/14 evidence-bearing components have direct support

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.

1Liberty Mutual has the ownership and control structure described in its public materials or filings; this determines whether policyholders, members, shareholders, private owners, or external owners ultimately govern the insurer.

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

AI scaffold

Liberty Mutual corporate overview and annual reportPrimary institutional record · 90%
Liberty Mutual personal lines privacy noticeGeneral web source · 58%
Liberty Mutual telematics privacy noticeGeneral web source · 58%

2Liberty Mutual sells insurance products that transfer household, vehicle, life, business, or liability risk; the product has real protective value, but buyers still face underwriting, claims, exclusions, renewal, and pricing asymmetries.

Product Integrity Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Liberty Mutual corporate overview and annual reportPrimary institutional record · 90%
Liberty Mutual personal lines privacy noticeGeneral web source · 58%
Liberty Mutual telematics privacy noticeGeneral web source · 58%

3Liberty Mutual operates in insurance markets where customers need protection but face complex pricing, underwriting, claims discretion, agent incentives, renewal increases, credit/insurance scoring, and limited comparability.

Market Conduct Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Liberty Mutual corporate overview and annual reportPrimary institutional record · 90%
Liberty Mutual personal lines privacy noticeGeneral web source · 58%
Liberty Mutual telematics privacy noticeGeneral web source · 58%

4Liberty Mutual sells continuing policy relationships rather than one-time purchases; recurring renewals, bundling, loyalty discounts, underwriting history, and switching friction can keep customers locked into the account relationship.

Subscription Capture Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Liberty Mutual corporate overview and annual reportPrimary institutional record · 90%
Liberty Mutual personal lines privacy noticeGeneral web source · 58%
Liberty Mutual telematics privacy noticeGeneral web source · 58%

5Liberty Mutual publishes policy and privacy materials, but ordinary customers often cannot fully compare exclusions, claims behavior, renewal pricing, affiliate sharing, insurance scores, telematics, and underwriting logic before buying.

Accountability Opacity Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Liberty Mutual corporate overview and annual reportPrimary institutional record · 90%
Liberty Mutual personal lines privacy noticeGeneral web source · 58%
Liberty Mutual telematics privacy noticeGeneral web source · 58%

6Liberty Mutual handles sensitive insurance, financial, vehicle, location, claims, medical, credit, household, telematics, or browsing data, and may share or process it across affiliates, vendors, agents, or support organizations.

Surveillance Capture Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Liberty Mutual corporate overview and annual reportPrimary institutional record · 90%
Liberty Mutual personal lines privacy noticeGeneral web source · 58%
Liberty Mutual telematics privacy noticeGeneral web source · 58%

7Liberty Mutual presents insurance as neutral protection and service while underplaying how underwriting, claims discretion, risk scoring, data use, and ownership structure shape power between insurer and insured.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Liberty Mutual corporate overview and annual reportPrimary institutional record · 90%
Liberty Mutual personal lines privacy noticeGeneral web source · 58%
Liberty Mutual telematics privacy noticeGeneral web source · 58%

8OpenLobby records LIBERTY MUTUAL (FORMERLY KNOWN AS AKIN GUMP ON BEHALF OF LIBERTY MUTUAL) lobbying on banking, housing, tort law, transportation, tax, environment with about $1.8M in spending across 30 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 May 11, 2026

AI scaffold

OpenLobby — LIBERTY MUTUAL (FORMERLY KNOWN AS AKIN GUMP ON BEHALF OF LIBERTY MUTUAL) lobbying profileGeneral web source · 58%

9Liberty Mutual 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 $1.8M on public policy issues.

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

AI scaffold

OpenLobby — LIBERTY MUTUAL (FORMERLY KNOWN AS AKIN GUMP ON BEHALF OF LIBERTY MUTUAL) lobbying profileGeneral web source · 58%

Alternatives

Competitors

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