craft chocolate marketplace and subscription club
Bar & Cocoa
Industry Food
A small craft chocolate marketplace and chocolate subscription club curating bean-to-bar makers from many countries. Bar & Cocoa lands in C because it can route customers toward better direct-trade makers, but it is still a private retail intermediary and subscription service rather than a cooperative chocolate institution.
Why this matters: For shoppers who want a chocolate subscription, Bar & Cocoa is more defensible than a mystery candy box because the curation points toward traceable craft makers.
Letter grade C Performative Medium confidence (AI) Rubric gcd-rubric-v1
* Tentative scaffolding score. Not human-checked or final.
This entry is classified as a small business using observable scale signals: independent control, local or limited operations, and no evidence of public-company or national-chain scale. The small-business calibration keeps the ordinary rubric but reads evidence at person scale: living-wage pricing is not extraction by itself, while worker and contractor treatment, owner surplus, transparency, advertising pressure, dissent tolerance, and recourse matter more. Harm, toxicity, surveillance, labor, coercion, opacity, and hidden-parent penalties are not relaxed.
Applied cap: Small-business calibration cap: medium formal ownership/governance can reach B when person-scale evidence supports the ordinary axes
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
C - Performative
The score turns mainly on Extraction, with the largest penalty coming from High-Carbon Products.
Strengths
- Extraction6/10
- Solidarity with the Unemployed5/7
- Loss-Bearing Fidelity5/7
Penalties
- High-Carbon Products-2
- Accountability Opacity-2
- Ecological Harm-1
- Toxic Products-1
Evidence state
- ConfidenceMedium confidence (AI)
- ThoroughnessDeveloped (AI)
- Linked claims17
- Direct axis claims17
- Coverage17/17
Scoring Axes
| Axis | Score | Why this score |
|---|---|---|
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control
at 10.
|
4 / 10 |
Bar & Cocoa's public record identifies its ownership form, certification status, producer-country model, direct-trade model, subscription model, or mission-oriented private structure. Linked evidence
|
Governance
?
Binding decision authority: centralized control at 0, democratic
stakeholder control at 10.
|
4 / 10 |
Bar & Cocoa's public materials indicate whether control sits with farmers, employees, supporters, founders, a benefit corporation, private managers, or a conventional company structure. Linked evidence
|
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured
extraction judgment.
|
6 / 10 |
Bar & Cocoa's business model affects whether cocoa value is retained by farmers, producer-country workers, transparent direct-trade partners, a retail curator, or an ordinary candy company. 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 |
Bar & Cocoa's public record gives evidence about worker, farmer, or producer-country power, but does not show full worker cooperative control unless specifically noted. Linked evidence
|
Solidarity with the
Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment,
and non-competes.
|
5 / 7 |
Bar & Cocoa's products or model can support farmers, producer-country employment, allergy-excluded consumers, ethical sourcing, or practical alternatives to mass-market candy. Linked evidence
|
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and
public obligations.
|
5 / 7 |
Bar & Cocoa's model shows whether the company absorbs costs through premiums, certifications, direct sourcing, simpler ingredients, safer formulations, subscription curation, or mission-locked commitments. Linked evidence
|
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
|
5 / 5 |
Bar & Cocoa operates in a chocolate or candy market where shoppers depend on sourcing claims, ingredient claims, subscription terms, certifications, and trust before they can verify quality or ethics. Linked evidence
|
Product Integrity
?
Preservation of quality rather than degradation for monetization.
|
5 / 5 |
Bar & Cocoa's product integrity depends on ingredient simplicity, allergy safety, direct cacao sourcing, farmer payment, transparent subscription curation, and avoidance of artificial colors or cheap filler. Linked evidence
|
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
|
4 / 5 |
Bar & Cocoa's scale determines whether its positive model remains accountable, reaches ordinary shoppers, or becomes a premium niche with limited structural effect. 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.
|
-1 |
Bar & Cocoa's public record makes Ecological Harm relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits. 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.
|
-2 |
Bar & Cocoa's public record makes High-Carbon Products relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits. 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 |
Bar & Cocoa's public record makes Toxic Products relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits. Linked evidence
|
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 |
Bar & Cocoa's public record makes Subscription Capture relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits. Linked evidence
|
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability
structures that prevent public accountability. Range: -2 to 0.
|
-2 |
Bar & Cocoa's public record makes Accountability Opacity relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits. Linked evidence
|
Bonus Credits
| Bonus | Credit | Why this credit |
|---|---|---|
Openness to Dissent
?
Credit for tolerating internal, user, customer, worker, and public
dissent without retaliation, capture, or viewpoint laundering.
|
1 / 3 |
Bar & Cocoa's public record makes Openness to Dissent relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits. Linked evidence
|
Good Deal
?
Credit for unusually fair value: durable quality, fair pricing, low
lock-in, and clear customer surplus.
|
1 / 3 |
Bar & Cocoa's public record makes Good Deal relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits. Linked evidence
|
Cost Transparency
?
Credit for clear posted prices, all-in fees, unit costs, public rate
cards, margin/cost visibility, or surplus-allocation transparency,
especially in markets where opaque quotes, hidden fees, or
individualized pricing are normal.
|
2 / 3 |
Bar & Cocoa's public record makes Cost Transparency relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits. Linked evidence
|
Confidence Basis
Confidence Basis
Confidence is computed from the evidence trail and review state, not typed into the profile by hand.
Medium 79/100
17 verified linked claims 17 direct axis claims 0 disputed claims 17/17 components covered
This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.
Claim confidence 16/20
17 verified linked claims
Source quality 11/18
Best source per verified claim, weighted by institutional reliability
Direct axis-specific claims 14/18
17 direct claims across 17 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
17/17 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.1Bar & Cocoa's public record identifies its ownership form, certification status, producer-country model, direct-trade model, subscription model, or mission-oriented private structure.
- Bar & Cocoa aboutOfficial self-description · 68%
2Bar & Cocoa's public materials indicate whether control sits with farmers, employees, supporters, founders, a benefit corporation, private managers, or a conventional company structure.
- Bar & Cocoa aboutOfficial self-description · 68%
3Bar & Cocoa's business model affects whether cocoa value is retained by farmers, producer-country workers, transparent direct-trade partners, a retail curator, or an ordinary candy company.
- Bar & Cocoa aboutOfficial self-description · 68%
4Bar & Cocoa's public record gives evidence about worker, farmer, or producer-country power, but does not show full worker cooperative control unless specifically noted.
- Bar & Cocoa aboutOfficial self-description · 68%
5Bar & Cocoa's products or model can support farmers, producer-country employment, allergy-excluded consumers, ethical sourcing, or practical alternatives to mass-market candy.
- Bar & Cocoa chocolate clubGeneral web source · 58%
6Bar & Cocoa's model shows whether the company absorbs costs through premiums, certifications, direct sourcing, simpler ingredients, safer formulations, subscription curation, or mission-locked commitments.
- Bar & Cocoa chocolate clubGeneral web source · 58%
7Bar & Cocoa operates in a chocolate or candy market where shoppers depend on sourcing claims, ingredient claims, subscription terms, certifications, and trust before they can verify quality or ethics.
- Bar & Cocoa chocolate clubGeneral web source · 58%
8Bar & Cocoa's product integrity depends on ingredient simplicity, allergy safety, direct cacao sourcing, farmer payment, transparent subscription curation, and avoidance of artificial colors or cheap filler.
- Bar & Cocoa aboutOfficial self-description · 68%
9Bar & Cocoa's scale determines whether its positive model remains accountable, reaches ordinary shoppers, or becomes a premium niche with limited structural effect.
- Bar & Cocoa chocolate clubGeneral web source · 58%
10Bar & Cocoa's public record makes Openness to Dissent relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits.
- Bar & Cocoa chocolate clubGeneral web source · 58%
11Bar & Cocoa's public record makes Good Deal relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits.
- Bar & Cocoa chocolate clubGeneral web source · 58%
12Bar & Cocoa's public record makes Cost Transparency relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits.
- Bar & Cocoa chocolate clubGeneral web source · 58%
13Bar & Cocoa's public record makes Ecological Harm relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits.
- Bar & Cocoa chocolate clubGeneral web source · 58%
14Bar & Cocoa's public record makes High-Carbon Products relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits.
- Bar & Cocoa chocolate clubGeneral web source · 58%
15Bar & Cocoa's public record makes Toxic Products relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits.
- Bar & Cocoa chocolate clubGeneral web source · 58%
16Bar & Cocoa's public record makes Subscription Capture relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits.
- Bar & Cocoa chocolate clubGeneral web source · 58%
17Bar & Cocoa's public record makes Accountability Opacity relevant through farmer payment, direct trade, certification, subscription design, ingredient quality, allergy access, youth-facing candy exposure, cocoa carbon burden, or transparency limits.
- Bar & Cocoa chocolate clubGeneral web source · 58%
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