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
* Tentative scaffolding score. Not human-checked or final.
Request verification to have the evidence record checked against primary materials and organization-supplied documents. Verification does not buy a higher score; scores change only when review finds factual errors, omissions, or miscalibration.
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
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.
- Cabot Creamery B Corp pageGeneral web source · 58%
- B Lab profile: Cabot Creamery CooperativeGeneral web source · 58%
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.
- Cabot CreameryGeneral web source · 58%
3Cabot sells dairy products, so saturated-fat and animal-product exposure justify a limited Toxic Products penalty rather than a clean zero.
- Cabot CreameryGeneral web source · 58%
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.
- B Lab profile: Cabot Creamery CooperativeGeneral web source · 58%
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…
- Cabot Creamery Cooperative public siteGeneral web source · 58%
- Our World in Data: Environmental Impacts of Food ProductionGeneral web source · 58%
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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.
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