King Arthur Baking

employee-owned benefit corporation

King Arthur Baking

Industry Food

An employee-owned benefit corporation selling flour, mixes, baking tools, and education, with ESOP ownership and B Corp commitments. King Arthur Baking scores well because ownership is comparatively aligned and the model leaves more value with stakeholders, and no current penalty outweighs that structure.

Why this matters: Employee ownership gives workers a structural economic claim, while benefit-corporation commitments add mission constraint.

Letter grade B Qualified Medium confidence (AI) Rubric gcd-rubric-v1

Final Score 48* B - Qualified
BQUALIFIED48 tentative score pts

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

Base Material48
Bonus+0
Cap66No structure cap
After Cap48
Penalties0
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Evaluation Overview

B - Qualified

The score turns mainly on Ownership; no penalty currently dominates the evaluation.

Strengths

  • Ownership8/10
  • Extraction7/10
  • Governance6/10

Penalties

  • No penalties applied in this version.

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessPartial (AI)
  • Linked claims10
  • Direct axis claims9
  • Coverage9/9

Scoring Axes
Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
8 / 10

King Arthur Baking states that it is a 100% employee-owned company.

Calibration notes

Comparative anchor: Column-spectrum position: 168 scored entries below, 32 tied, 26 above on Ownership.

Linked evidence
  • King Arthur Baking states that it is a 100% employee-owned company. [1]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
6 / 10

The linked record identifies King Arthur Baking as a benefit corporation and certified B Corp guided by stakeholder-oriented values.

Calibration notes

Comparative anchor: Column-spectrum position: 148 scored entries below, 14 tied, 64 above on Governance.

Linked evidence
  • King Arthur Baking describes itself as a benefit corporation and certified B Corp guided by stakeholder-oriented values. [2]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
7 / 10

King Arthur Baking states that it is a 100% employee-owned company.

Calibration notes

Comparative anchor: Column-spectrum position: 140 scored entries below, 32 tied, 54 above on Extraction.

Linked evidence
  • context King Arthur Baking states that it is a 100% employee-owned company. [1]
  • context King Arthur Baking describes itself as a benefit corporation and certified B Corp guided by stakeholder-oriented values. [2]
  • King Arthur Baking's 100% employee ownership and B Corp status materially reduce ordinary outside-shareholder extraction, while still falling short of full worker-cooperative control. [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.
5 / 7

King Arthur Baking states that it is a 100% employee-owned company.

Calibration notes

Comparative anchor: Column-spectrum position: 152 scored entries below, 40 tied, 34 above on Labor Sovereignty.

Linked evidence
  • context King Arthur Baking states that it is a 100% employee-owned company. [1]
  • context King Arthur Baking describes itself as a benefit corporation and certified B Corp guided by stakeholder-oriented values. [2]
  • King Arthur's employee-owned structure gives workers a real ownership stake, but the public record does not show one-worker-one-vote governance, so labor sovereignty is meaningful but not maximal. [4]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
4 / 7

King Arthur Baking states that it is a 100% employee-owned company.

Calibration notes

Comparative anchor: Column-spectrum position: 127 scored entries below, 30 tied, 69 above on Solidarity with the Unemployed.

Linked evidence
  • context King Arthur Baking states that it is a 100% employee-owned company. [1]
  • context King Arthur Baking describes itself as a benefit corporation and certified B Corp guided by stakeholder-oriented values. [2]
  • King Arthur's public-impact materials combine employee ownership, baking education, and stakeholder-oriented B Corp commitments, giving some public and worker-facing value beyond current shareholders. [5]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
5 / 7

King Arthur Baking states that it is a 100% employee-owned company.

Calibration notes

Comparative anchor: Column-spectrum position: 119 scored entries below, 43 tied, 64 above on Loss-Bearing Fidelity.

Linked evidence
  • context King Arthur Baking states that it is a 100% employee-owned company. [1]
  • context King Arthur Baking describes itself as a benefit corporation and certified B Corp guided by stakeholder-oriented values. [2]
  • King Arthur's benefit-corporation and B Corp commitments show some willingness to bind the company to stakeholder obligations, though those mechanisms remain weaker than democratic worker or community control. [6]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
4 / 5

King Arthur Baking states that it is a 100% employee-owned company.

Calibration notes

Comparative anchor: Column-spectrum position: 106 scored entries below, 73 tied, 47 above on Market Conduct.

Linked evidence
  • context King Arthur Baking states that it is a 100% employee-owned company. [1]
  • context King Arthur Baking describes itself as a benefit corporation and certified B Corp guided by stakeholder-oriented values. [2]
  • King Arthur sells staple baking goods and education through an employee-owned, stakeholder-oriented company, supporting above-average market conduct without evidence of unusual pricing transparency or democratic consumer governance. [7]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
5 / 5

King Arthur Baking presents its core work around baking products, education, and employee-owned stakeholder commitments, provides evidence for the relevant scoring judgment for a mission-aligned food business.

Calibration notes

Comparative anchor: Column-spectrum position: 134 scored entries below, 92 tied, 0 above on Product Integrity.

Linked evidence
  • context King Arthur Baking states that it is a 100% employee-owned company. [1]
  • context King Arthur Baking describes itself as a benefit corporation and certified B Corp guided by stakeholder-oriented values. [2]
  • King Arthur Baking presents its core work around baking products, education, and employee-owned stakeholder commitments, provides evidence for the relevant scoring judgment for a mission-aligned food business. [8]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
4 / 5

King Arthur Baking states that it is a 100% employee-owned company.

Calibration notes

Comparative anchor: Column-spectrum position: 109 scored entries below, 81 tied, 36 above on Scale Integrity.

Linked evidence
  • context King Arthur Baking states that it is a 100% employee-owned company. [1]
  • context King Arthur Baking describes itself as a benefit corporation and certified B Corp guided by stakeholder-oriented values. [2]
  • King Arthur has grown into a nationally recognized baking brand while retaining employee ownership and B Corp commitments, showing scale with some stakeholder constraint but not full cooperative-network governance. [9]

Penalties

No penalties applied in this version.

Bonus Credits

No bonus credits applied in this version.

Confidence Basis

Confidence Basis

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

Medium 79/100

10 verified linked claims 9 direct axis claims 0 disputed claims 9/9 components covered

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

Claim confidence 16/20

10 verified linked claims

Source quality 10/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

9 direct claims across 9 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

9/9 evidence-bearing components have direct support

Evidence State

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.
1King Arthur Baking states that it is a 100% employee-owned company.

Ownership Verified High confidence AI-generated / human-pending

AI scaffold

2King Arthur Baking describes itself as a benefit corporation and certified B Corp guided by stakeholder-oriented values.

Governance Verified Medium confidence AI-generated / human-pending

AI scaffold

3King Arthur Baking's 100% employee ownership and B Corp status materially reduce ordinary outside-shareholder extraction, while still falling short of full worker-cooperative control.

Extraction Verified High confidence AI-generated / human-pending

AI scaffold

4King Arthur's employee-owned structure gives workers a real ownership stake, but the public record does not show one-worker-one-vote governance, so labor sovereignty is meaningful but not maximal.

Labor Sovereignty Verified High confidence AI-generated / human-pending

AI scaffold

5King Arthur's public-impact materials combine employee ownership, baking education, and stakeholder-oriented B Corp commitments, giving some public and worker-facing value beyond current shareholders.

Solidarity Unemployed Verified Medium confidence AI-generated / human-pending

AI scaffold

6King Arthur's benefit-corporation and B Corp commitments show some willingness to bind the company to stakeholder obligations, though those mechanisms remain weaker than democratic worker or community control.

Loss Bearing Fidelity Verified Medium confidence AI-generated / human-pending

AI scaffold

7King Arthur sells staple baking goods and education through an employee-owned, stakeholder-oriented company, supporting above-average market conduct without evidence of unusual pricing transparency or democratic consumer governance.

Market Conduct Verified Medium confidence AI-generated / human-pending

AI scaffold

8King Arthur Baking presents its core work around baking products, education, and employee-owned stakeholder commitments, provides evidence for the relevant scoring judgment for a mission-aligned food business.

Product Integrity Verified High confidence Human-reviewed

9King Arthur has grown into a nationally recognized baking brand while retaining employee ownership and B Corp commitments, showing scale with some stakeholder constraint but not full cooperative-network governance.

Scale Integrity Verified Medium confidence AI-generated / human-pending

AI scaffold

10King Arthur Baking's public materials state a mission, values, ownership model, advocacy role, or institutional standpoint plainly enough that this record does not identify penalty-level neutrality theater.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending

AI scaffold

Alternatives

AGOOD61 tentative score Three Stone Hearth worker-owned community-supported kitchen · same market AGOOD60 tentative score Cheese Board Collective worker cooperative · same market AGOOD60 tentative score ChiFresh Kitchen worker-owned prepared-meal cooperative · same market AGOOD59 tentative score Alvarado Street Bakery worker-owned bakery · same market AGOOD59 tentative score Arizmendi Bakery worker cooperative bakery · same market

Competitors

AGOOD61 tentative score Three Stone Hearth worker-owned community-supported kitchen · same market AGOOD60 tentative score Cheese Board Collective worker cooperative · same market AGOOD60 tentative score ChiFresh Kitchen worker-owned prepared-meal cooperative · same market AGOOD59 tentative score Alvarado Street Bakery worker-owned bakery · same market AGOOD59 tentative score Arizmendi Bakery worker cooperative bakery · same market AGOOD59 tentative score Rainbow Grocery Cooperative worker cooperative grocer · same market AGOOD58 tentative score Equal Exchange worker cooperative · same market AGOOD58 tentative score Niles Pie Company worker-owned pie shop and bakery · same market

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Submit source-backed evidence or challenge a specific claim, source, axis value, or calculation below.

How This Page Is Maintained

Evidence comes in through contributors, is checked by verifiers, and is synthesized by reviewers. Founder authority remains narrow and visible; scores recalculate when verified claims or the rubric change.

Civic Note

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Audit Log

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

ai-scaffolding toxic-products-assessment

Added tentative AI-generated Toxic Products penalty 0 and directory value for current toxic, addictive, pesticide, livestock, chemical, or consumer-safety product exposure.

ai-scaffolding confidence-calibration

Rechecked evidence coverage and source quality during the evaluation-quality pass; confidence now reflects direct source coverage, complexity, and remaining uncertainty rather than score direction.

ai_scaffolding score

Published tentative AI-generated scaffolding score 48 for initial human review under gcd-rubric-v1.

View Full Audit Log