plant-forward frozen meal public benefit corporation
Mosaic Foods
Industry Food
A public benefit corporation selling frozen plant-forward prepared meals, family meals, breakfasts, and smoothies by delivery. Mosaic Foods scores as one of the better national meal-delivery options because the product directly substitutes for meat-heavy convenience meals and the company states a public-benefit mission, while private subscription commerce still limits the score.
Why this matters: Mosaic is a serious comparison point for people who want delivered meals without normal meat-centered meal delivery.
Letter grade C Performative Medium confidence (AI) Rubric gcd-rubric-v1
* Tentative scaffolding score. Not human-checked or final.
The public materials reviewed for this pass present Mosaic Foods as vegetarian or plant-based enough for the vegetarian badge. The badge is informational; carbon, toxicity, labor, price, and governance are scored separately.
Evidence: [17]
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 Accountability Opacity.
Strengths
- Extraction6/10
- Solidarity with the Unemployed6/7
- Ownership5/10
Penalties
- Accountability Opacity-2
- Toxic Products-1
- Subscription Capture-1
- Unilateral Terms-1
Evidence state
- ConfidenceMedium confidence (AI)
- ThoroughnessDeveloped (AI)
- Linked claims16
- Direct axis claims16
- Coverage16/16
Scoring Axes
| Axis | Score | Why this score |
|---|---|---|
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control
at 10.
|
5 / 10 |
Mosaic Foods's public record identifies its ownership, parent relationship, or institutional form in the meal-kit, prepared-meal, or food-delivery market. Linked evidence
|
Governance
?
Binding decision authority: centralized control at 0, democratic
stakeholder control at 10.
|
5 / 10 |
Mosaic Foods's linked public materials show whether control is held by workers, a cooperative kitchen, founders, a private platform, a public company, or a parent food group. Linked evidence
|
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured
extraction judgment.
|
6 / 10 |
Mosaic Foods's model determines whether meal value is routed through cooperative kitchens, local farmers, public-benefit food work, private subscriptions, or platform scale. 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.
|
3 / 7 |
Mosaic Foods's reviewed public record shows the degree to which cooks, delivery workers, farmers, chefs, or ordinary employees have binding power rather than vendor or employment dependence. Linked evidence
|
Solidarity with the
Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment,
and non-competes.
|
6 / 7 |
Mosaic Foods's service affects access to prepared food, home cooking, disability-friendly meal support, local farmer demand, chef income, or lower-friction meal planning. Linked evidence
|
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and
public obligations.
|
5 / 7 |
Mosaic Foods's public model affects whether spoilage, missed delivery, food-safety, cancellation, packaging, and meal-selection risks are absorbed by the institution or shifted to customers and workers. Linked evidence
|
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
|
4 / 5 |
Mosaic Foods operates in a market where customers often face recurring orders, changing menus, plan deadlines, delivery windows, shipping fees, and freshness uncertainty. Linked evidence
|
Product Integrity
?
Preservation of quality rather than degradation for monetization.
|
5 / 5 |
Mosaic Foods's core product integrity depends on ingredient quality, prepared-food safety, nutritional quality, packaging, accurate menus, and whether convenience improves or degrades ordinary meals. Linked evidence
|
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
|
4 / 5 |
Mosaic Foods's scale, distribution network, platform role, or local-kitchen model affects whether growth strengthens food access or turns meals into a consolidated private subscription system. Linked evidence
|
Penalties
| Penalty | Applied | Why this penalty |
|---|---|---|
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 |
Mosaic Foods's public record makes Toxic Products relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability 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 |
Mosaic Foods's public record makes Subscription Capture relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability limits. Linked evidence
|
Unilateral Terms
?
Non-negotiable clickthrough or adhesion terms that turn ordinary
customer, user, subscriber, patient, tenant, or public-facing access
into a one-sided contract, especially forced arbitration, class-action
or mass-action waivers, unilateral modification, venue restrictions,
broad indemnity, account termination discretion, or essential-service
access conditioned on unreadable terms. Range: -5 to 0.
|
-1 |
Mosaic Foods's public record makes Unilateral Terms relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability limits. Linked evidence
|
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability
structures that prevent public accountability. Range: -2 to 0.
|
-2 |
Mosaic Foods's public record makes Accountability Opacity relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability limits. Linked evidence
|
Identity Capture
?
Customer pressure, employee pressure, and pervasive identity saturation.
Range: -3 to 0.
|
-1 |
Mosaic Foods's public record makes Identity Capture relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability limits. Linked evidence
|
Bonus Credits
| Bonus | Credit | Why this credit |
|---|---|---|
Good Deal
?
Credit for unusually fair value: durable quality, fair pricing, low
lock-in, and clear customer surplus.
|
2 / 3 |
Mosaic Foods's public record makes Good Deal relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability 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.
|
1 / 3 |
Mosaic Foods's public record makes Cost Transparency relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability 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
16 verified linked claims 16 direct axis claims 0 disputed claims 16/16 components covered
This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.
Claim confidence 16/20
16 verified linked claims
Source quality 10/18
Best source per verified claim, weighted by institutional reliability
Direct axis-specific claims 14/18
16 direct claims across 16 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
16/16 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.1Mosaic Foods's public record identifies its ownership, parent relationship, or institutional form in the meal-kit, prepared-meal, or food-delivery market.
- Mosaic Foods prepared meal deliveryGeneral web source · 58%
2Mosaic Foods's public materials show whether control is held by workers, a cooperative kitchen, founders, a private platform, a public company, or a parent food group.
- Mosaic Foods prepared meal deliveryGeneral web source · 58%
3Mosaic Foods's model determines whether meal value is routed through cooperative kitchens, local farmers, public-benefit food work, private subscriptions, or platform scale.
- Mosaic Foods prepared meal deliveryGeneral web source · 58%
4Mosaic Foods's reviewed public record shows the degree to which cooks, delivery workers, farmers, chefs, or ordinary employees have binding power rather than vendor or employment dependence.
- Mosaic Foods public benefit statementGeneral web source · 58%
5Mosaic Foods's service affects access to prepared food, home cooking, disability-friendly meal support, local farmer demand, chef income, or lower-friction meal planning.
- Mosaic Foods public benefit statementGeneral web source · 58%
6Mosaic Foods's public model affects whether spoilage, missed delivery, food-safety, cancellation, packaging, and meal-selection risks are absorbed by the institution or shifted to customers and workers.
- Mosaic Foods public benefit statementGeneral web source · 58%
7Mosaic Foods operates in a market where customers often face recurring orders, changing menus, plan deadlines, delivery windows, shipping fees, and freshness uncertainty.
- Mosaic Foods public benefit statementGeneral web source · 58%
8Mosaic Foods's core product integrity depends on ingredient quality, prepared-food safety, nutritional quality, packaging, accurate menus, and whether convenience improves or degrades ordinary meals.
- Mosaic Foods prepared meal deliveryGeneral web source · 58%
9Mosaic Foods's scale, distribution network, platform role, or local-kitchen model affects whether growth strengthens food access or turns meals into a consolidated private subscription system.
- Mosaic Foods public benefit statementGeneral web source · 58%
10Mosaic Foods's public record makes Good Deal relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability limits.
- Mosaic Foods public benefit statementGeneral web source · 58%
11Mosaic Foods's public record makes Cost Transparency relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability limits.
- Mosaic Foods public benefit statementGeneral web source · 58%
12Mosaic Foods's public record makes Toxic Products relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability limits.
- Mosaic Foods public benefit statementGeneral web source · 58%
13Mosaic Foods's public record makes Subscription Capture relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability limits.
- Mosaic Foods public benefit statementGeneral web source · 58%
14Mosaic Foods's public record makes Unilateral Terms relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability limits.
- Mosaic Foods public benefit statementGeneral web source · 58%
15Mosaic Foods's public record makes Accountability Opacity relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability limits.
- Mosaic Foods public benefit statementGeneral web source · 58%
16Mosaic Foods's public record makes Identity Capture relevant through its ownership, sourcing, food-safety record, recurring-payment design, meat or dairy exposure, local-farmer support, platform data use, or public accountability limits.
- Mosaic Foods public benefit statementGeneral web source · 58%
17Mosaic Foods's reviewed public materials present the service as vegetarian or plant-based in its ordinary public offering.
- Mosaic Foods prepared meal deliveryGeneral 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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Audit Log
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