mutual insurance group

Auto-Owners Insurance

A mutual insurance group selling auto, home, life, business, farm, and specialty insurance through independent agents. Auto-Owners scores comparatively well because mutual ownership, agent accountability, and ordinary coverage utility reduce shareholder extraction, though underwriting data, agent gatekeeping, and centralized governance still limit the score.

Why this matters: Auto-Owners is a stronger mutual comparison for people choosing between large national insurers and regional policyholder-aligned insurers.

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

Final Score 29* D - Extractive

DEXTRACTIVE29 pts

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

Base Material31

Bonus+0

Cap66No structure cap

After Cap31

Penalties-2

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Evaluation Overview

D - Extractive

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

Strengths

Ownership6/10
Extraction4/10
Market Conduct4/5

Penalties

Surveillance Capture-1
Ideological Disavowal-1

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims6
Direct axis claims5
Coverage5/11

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	6 / 10	Auto-Owners Insurance 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. Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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.	3 / 10	Auto-Owners Insurance 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. Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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.	4 / 10	Auto-Owners Insurance 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. Auto-Owners Insurance 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 Auto-Owners Insurance in the middle of Extraction: the institution creates real value but still leaves room for rent extraction, unequal bargaining, or surplus capture. 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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	Auto-Owners Insurance 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. Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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.	3 / 7	Auto-Owners Insurance 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. Auto-Owners Insurance 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 Auto-Owners Insurance in the middle of Solidarity with the Unemployed: some access, severance, retraining, openness, or mutual-aid value is present, but it is not central or durable. 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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.	3 / 7	Auto-Owners Insurance 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. Auto-Owners Insurance 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 Auto-Owners Insurance in the middle of Loss-Bearing Fidelity: there is some willingness to preserve obligations, but the record still leaves meaningful risk-shifting concerns. 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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.	4 / 5	Auto-Owners Insurance 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. Auto-Owners Insurance 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 Auto-Owners Insurance high on Market Conduct: pricing, access, switching, and bargaining practices show restraint compared with ordinary rent-seeking competitors. A still-higher or maximum value requires stronger proof that this structure is durable, broad, and not merely discretionary. Linked evidence Auto-Owners Insurance 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.	4 / 5	Auto-Owners Insurance 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. Auto-Owners Insurance 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 Auto-Owners Insurance high on Product Integrity: the core offering is genuinely useful and comparatively less dependent on traps, degradation, or harmful dependencies. A still-higher or maximum value requires stronger proof that this structure is durable, broad, and not merely discretionary. Linked evidence Auto-Owners Insurance 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.	3 / 5	Auto-Owners Insurance 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. Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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 Auto-Owners Insurance 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
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.	-1	Auto-Owners Insurance 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. Auto-Owners Insurance 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 limited Surveillance Capture penalty because customers, workers, users, bystanders, or the public are exposed to invasive tracking, biometrics, or behavior scanning. The value is limited because the linked record shows a real problem but not one that dominates the profile on this axis. Linked evidence Auto-Owners Insurance 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. [5]
Ideological Disavowal ? Concealed ideology presented as neutrality, expertise, professional necessity, public-service administration, market inevitability, or non-ideological common sense while exercising power. Range: -3 to 0.	-1	Auto-Owners Insurance 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. Auto-Owners Insurance 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 Auto-Owners Insurance 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. [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 68/100

6 verified linked claims 5 direct axis claims 0 disputed claims 5/11 components covered

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

Claim confidence 13/20

6 verified linked claims

Source quality 16/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 6/18

5 direct claims across 11 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

5/11 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.

1Auto-Owners Insurance 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

Auto-Owners annual reportPrimary institutional record · 90%
Auto-Owners privacy policyOfficial self-description · 68%

2Auto-Owners Insurance 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

Auto-Owners annual reportPrimary institutional record · 90%
Auto-Owners privacy policyOfficial self-description · 68%

3Auto-Owners Insurance 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

Auto-Owners annual reportPrimary institutional record · 90%
Auto-Owners privacy policyOfficial self-description · 68%

4Auto-Owners Insurance 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

Auto-Owners annual reportPrimary institutional record · 90%
Auto-Owners privacy policyOfficial self-description · 68%

5Auto-Owners Insurance 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

Auto-Owners annual reportPrimary institutional record · 90%
Auto-Owners privacy policyOfficial self-description · 68%

6Auto-Owners Insurance 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

Auto-Owners annual reportPrimary institutional record · 90%
Auto-Owners privacy policyOfficial self-description · 68%

Alternatives

Competitors

AGOOD51 Co-operative Insurance Companies member-owned regional mutual insurer · same market BQUALIFIED47 Common Ground Healthcare Cooperative nonprofit member-governed health-insurance cooperative · same market BQUALIFIED47 Community Health Options nonprofit member-led health-insurance plan · same market BQUALIFIED47 Mountain Health CO-OP nonprofit member-governed health-insurance cooperative · same market BQUALIFIED45 NJM Insurance Group regional mutual auto, home, renters, and umbrella insurer · same market BQUALIFIED45 PEMCO Insurance regional mutual auto, home, and renters insurer · same market BQUALIFIED42 Amica Mutual mutual insurance company · same market CPERFORMATIVE41 Shelter Insurance regional mutual property, casualty, and life insurer · same market

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