Cabot Creamery Cooperative

farmer-owned dairy cooperative

Cabot Creamery Cooperative

Industry Food

A farmer-owned dairy cooperative and B Corp selling cheese and other dairy products through the Cabot brand. Cabot Creamery Cooperative lands in the middle because ownership is comparatively aligned and it bears more of the costs created by its work, but ecological harm and toxic or materially harmful products prevent a stronger rating.

Why this matters: Cabot’s farmer-cooperative and B Corp structure are real positives, but the company remains inside the dairy category rather than an intrinsically low-harm food category.

Letter grade D Extractive Medium confidence (AI) Rubric gcd-rubric-v1

Final Score 31* D - Extractive

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

Base Material41
Bonus+0
Cap66No structure cap
After Cap41
Penalties-10
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Evaluation Overview

D - Extractive

The score turns mainly on Ownership, with the largest penalty coming from High-Carbon Products.

Strengths

  • Ownership6/10
  • Governance5/10
  • Extraction5/10

Penalties

  • High-Carbon Products-7
  • Ecological Harm-2
  • Toxic Products-1

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims5
  • Direct axis claims5
  • Coverage5/12

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
6 / 10

B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities.

Linked evidence
  • B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities. [1]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
5 / 10

B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities.

Linked evidence
  • context B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities. [1]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
5 / 10

B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities.

Linked evidence
  • context B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities. [1]
  • context Cabot sells cheese and dairy products through a certified B Corp cooperative structure, which is stronger than ordinary investor-owned dairy but still not a low-risk product category. [2]
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.
4 / 7

B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities.

Linked evidence
  • context B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities. [1]
  • context Cabot sells cheese and dairy products through a certified B Corp cooperative structure, which is stronger than ordinary investor-owned dairy but still not a low-risk product category. [2]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
4 / 7

B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities.

Linked evidence
  • context B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities. [1]
  • context Cabot sells cheese and dairy products through a certified B Corp cooperative structure, which is stronger than ordinary investor-owned dairy but still not a low-risk product category. [2]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
5 / 7

B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities.

Linked evidence
  • context B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities. [1]
  • context Cabot sells cheese and dairy products through a certified B Corp cooperative structure, which is stronger than ordinary investor-owned dairy but still not a low-risk product category. [2]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
4 / 5

Cabot sells cheese and dairy products through a certified B Corp cooperative structure, which is stronger than ordinary investor-owned dairy but still not a low-risk product category.

Linked evidence
  • context Cabot sells cheese and dairy products through a certified B Corp cooperative structure, which is stronger than ordinary investor-owned dairy but still not a low-risk product category. [2]
  • context B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities. [1]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
4 / 5

Cabot sells cheese and dairy products through a certified B Corp cooperative structure, which is stronger than ordinary investor-owned dairy but still not a low-risk product category.

Linked evidence
  • Cabot sells cheese and dairy products through a certified B Corp cooperative structure, which is stronger than ordinary investor-owned dairy but still not a low-risk product category. [2]
  • context Cabot sells dairy products, so saturated-fat and animal-product exposure justify a limited Toxic Products penalty rather than a clean zero. [3]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
4 / 5

B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities.

Linked evidence
  • context B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities. [1]
  • context Cabot sells cheese and dairy products through a certified B Corp cooperative structure, which is stronger than ordinary investor-owned dairy but still not a low-risk product category. [2]
  • context Dairy production creates methane, manure, and feed-related environmental burdens; Cabot’s cooperative and B Corp status mitigate governance concerns but do not erase the category footprint. [4]

Penalties

Penalty Applied Why this penalty
Ecological Harm
?
Footprint, trajectory, irreversibility, culpability, and scale, including whether ecological harm is central to the model and continued after credible notice. Range: -30 to 0.
-2

Dairy production creates methane, manure, and feed-related environmental burdens; Cabot’s cooperative and B Corp status mitigate governance concerns but do not erase the category footprint.

Linked evidence
  • Dairy production creates methane, manure, and feed-related environmental burdens; Cabot’s cooperative and B Corp status mitigate governance concerns but do not erase the category footprint. [4]
High-Carbon Products
?
Core products, services, financing, or supply chains that materially depend on fossil-fuel combustion, high-emissions transport, industrial animal agriculture, meat, dairy, or other unusually carbon-intensive activity. This is scored separately from general ecological harm so ordinary consumers can see carbon-intensive product exposure directly. Range: -10 to 0.
-7

Meat, dairy, and industrial animal-protein products have unusually high climate burden relative to plant-based alternatives; when they are central to the model, the penalty belongs in the core tier.

Linked evidence
  • Cabot Creamery Cooperative has animal-agriculture core high-carbon product exposure based on its listed business model and current profile description: A farmer-owned dairy cooperative and B Corp selling cheese and other dairy products through the Cabot brand. Cabot Creamery Cooperative lands in the middle because ownership is comparatively aligned and it bears more of… [5]
Toxic Products
?
Current sale of products whose ordinary use, exposure, ingredients, residues, packaging, or formulation creates toxic, addictive, or consumer-safety risk. Food products receive at least light scrutiny for artificial colors, artificial flavors, petro-derived additives, pesticide residues, contaminants, endocrine-disrupting packaging, and ultra-processed formulation. Ordinary adult nightlife or alcohol service is not penalized by itself without evidence of predatory marketing, youth targeting, addiction-extractive design, or unusual product-safety misconduct. Range: -5 to 0.
-1

Cabot sells dairy products, so saturated-fat and animal-product exposure justify a limited Toxic Products penalty rather than a clean zero.

Linked evidence
  • Cabot sells dairy products, so saturated-fat and animal-product exposure justify a limited Toxic Products penalty rather than a clean zero. [3]

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 65/100

5 verified linked claims 5 direct axis claims 0 disputed claims 5/12 components covered

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

Claim confidence 16/20

5 verified linked claims

Source quality 10/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 6/18

5 direct claims across 12 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 4/10

5/12 evidence-bearing components have direct support

Evidence State

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.
1B Lab and Cabot describe Cabot Creamery Cooperative as a dairy cooperative and certified B Corp, with cooperative commitments to members, land, workers, and communities.

Ownership Verified High confidence AI-generated / human-pending

AI scaffold

2Cabot sells cheese and dairy products through a certified B Corp cooperative structure, which is stronger than ordinary investor-owned dairy but still not a low-risk product category.

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

AI scaffold

3Cabot sells dairy products, so saturated-fat and animal-product exposure justify a limited Toxic Products penalty rather than a clean zero.

Toxic Products Verified Medium confidence AI-generated / human-pending

AI scaffold

4Dairy production creates methane, manure, and feed-related environmental burdens; Cabot’s cooperative and B Corp status mitigate governance concerns but do not erase the category footprint.

Ecological Harm Verified Medium confidence AI-generated / human-pending

AI scaffold

5Cabot Creamery Cooperative has animal-agriculture core high-carbon product exposure based on its listed business model and current profile description: A farmer-owned dairy cooperative and B Corp selling cheese and other dairy products through the Cabot brand. Cabot Creamery Cooperative lands in the middle because ownership is comparatively aligned and it bears more of…

High Carbon Products Verified High confidence Human-reviewed

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