Frankie & Jo’s

vegan ice cream shop

Frankie & Jo's

Industry Food

A Seattle plant-based ice cream company that frames vegan ice cream as a way to move more people toward plant-based eating. It is a strong lower-harm treat option, but remains a private discretionary-dessert business.

Why this matters: Frankie & Jo’s is a useful consumer alternative in a category usually dominated by dairy supply chains.

Letter grade C Performative Medium confidence (AI) Rubric gcd-rubric-v1

Final Score 35* C - Performative

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

Base Material35
Bonus+1
Cap49Small-business calibration cap: medium formal ownership/governance can reach B when person-scale evidence supports the ordinary axes
After Cap36
Penalties-1
b
Small business context

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

V
Vegan badge

The current public description presents this as vegan or plant-based. The badge is informational; it does not erase labor, ownership, toxicity, price, or governance concerns.

Evidence: [7]

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Evaluation Overview

C - Performative

The score turns mainly on Extraction, with the largest penalty coming from Toxic Products.

Strengths

  • Extraction6/10
  • Loss-Bearing Fidelity5/7
  • Market Conduct4/5

Penalties

  • Toxic Products-1

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessPartial (AI)
  • Linked claims6
  • Direct axis claims6
  • Coverage5/11

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
3 / 10

Frankie & Jo’s is a Seattle-based vegan ice cream business; reviewed linked public materials do not show worker, customer, or cooperative ownership.

Calibration notes

Comparative anchor: Vegan/vegetarian food expansion pass; compare against other Food entries where product integrity is strong but private ownership often caps the total score.

Linked evidence
  • Frankie & Jo’s is a Seattle-based vegan ice cream business; reviewed public materials do not show worker, customer, or cooperative ownership. [1]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
3 / 10

Frankie & Jo’s is a Seattle-based vegan ice cream business; reviewed linked public materials do not show worker, customer, or cooperative ownership.

Calibration notes

Comparative anchor: Vegan/vegetarian food expansion pass; compare against other Food entries where product integrity is strong but private ownership often caps the total score.

Linked evidence
  • context Frankie & Jo’s is a Seattle-based vegan ice cream business; reviewed public materials do not show worker, customer, or cooperative ownership. [1]
  • context Frankie & Jo’s says it is passionate about sustainable food-system improvement, empowering women and minorities, and tending to the earth. [2]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
6 / 10

Frankie & Jo’s says plant-based ice cream is a force for good that can inspire people to eat more plants.

Calibration notes

Comparative anchor: Vegan/vegetarian food expansion pass; compare against other Food entries where product integrity is strong but private ownership often caps the total score.

Linked evidence
  • context Frankie & Jo’s says plant-based ice cream is a force for good that can inspire people to eat more plants. [3]
  • context Frankie & Jo’s says it is passionate about sustainable food-system improvement, empowering women and minorities, and tending to the earth. [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.
3 / 7

Frankie & Jo’s is a Seattle-based vegan ice cream business; reviewed linked public materials do not show worker, customer, or cooperative ownership.

Calibration notes

Comparative anchor: Vegan/vegetarian food expansion pass; compare against other Food entries where product integrity is strong but private ownership often caps the total score.

Linked evidence
  • context Frankie & Jo’s is a Seattle-based vegan ice cream business; reviewed public materials do not show worker, customer, or cooperative ownership. [1]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
3 / 7

Frankie & Jo’s says it is passionate about sustainable food-system improvement, empowering women and minorities, and tending to the earth.

Calibration notes

Comparative anchor: Vegan/vegetarian food expansion pass; compare against other Food entries where product integrity is strong but private ownership often caps the total score.

Linked evidence
  • context Frankie & Jo’s says it is passionate about sustainable food-system improvement, empowering women and minorities, and tending to the earth. [2]
  • context Frankie & Jo’s says plant-based ice cream is a force for good that can inspire people to eat more plants. [3]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
5 / 7

Frankie & Jo’s says it is passionate about sustainable food-system improvement, empowering women and minorities, and tending to the earth.

Calibration notes

Comparative anchor: Vegan/vegetarian food expansion pass; compare against other Food entries where product integrity is strong but private ownership often caps the total score.

Linked evidence
  • Frankie & Jo’s says it is passionate about sustainable food-system improvement, empowering women and minorities, and tending to the earth. [2]
  • context Frankie & Jo’s says plant-based ice cream is a force for good that can inspire people to eat more plants. [3]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
4 / 5

Frankie & Jo’s says plant-based ice cream is a force for good that can inspire people to eat more plants.

Calibration notes

Comparative anchor: Vegan/vegetarian food expansion pass; compare against other Food entries where product integrity is strong but private ownership often caps the total score.

Linked evidence
  • context Frankie & Jo’s says plant-based ice cream is a force for good that can inspire people to eat more plants. [3]
  • context Frankie & Jo’s sells through public storefront and online channels, including national shipping information. [4]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
4 / 5

Frankie & Jo’s says plant-based ice cream is a force for good that can inspire people to eat more plants.

Calibration notes

Comparative anchor: Vegan/vegetarian food expansion pass; compare against other Food entries where product integrity is strong but private ownership often caps the total score.

Linked evidence
  • Frankie & Jo’s says plant-based ice cream is a force for good that can inspire people to eat more plants. [3]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
4 / 5

Frankie & Jo’s is a Seattle-based vegan ice cream business; reviewed linked public materials do not show worker, customer, or cooperative ownership.

Calibration notes

Comparative anchor: Vegan/vegetarian food expansion pass; compare against other Food entries where product integrity is strong but private ownership often caps the total score.

Linked evidence
  • context Frankie & Jo’s is a Seattle-based vegan ice cream business; reviewed public materials do not show worker, customer, or cooperative ownership. [1]
  • context Frankie & Jo’s says plant-based ice cream is a force for good that can inspire people to eat more plants. [3]

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

Frankie & Jo’s sells ice cream and sweet desserts; plant-based ingredients reduce animal-product harm but do not remove ordinary sugary-dessert concerns.

Calibration notes

Comparative anchor: Vegan/vegetarian food expansion pass; compare against other Food entries where product integrity is strong but private ownership often caps the total score.

Linked evidence
  • Frankie & Jo’s sells ice cream and sweet desserts; plant-based ingredients reduce animal-product harm but do not remove ordinary sugary-dessert concerns. [6]

Bonus Credits

Bonus Credit Why this credit
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

Frankie & Jo’s sells through public storefront and online channels, including national shipping information.

Calibration notes

Comparative anchor: Vegan/vegetarian food expansion pass; compare against other Food entries where product integrity is strong but private ownership often caps the total score.

Linked evidence
  • Frankie & Jo’s sells through public storefront and online channels, including national shipping information. [4]
  • Frankie & Jo’s earns limited Cost Transparency credit because it provides public storefront and online ordering or shipping information for its plant-based ice cream. [5]

Confidence Basis

Confidence Basis

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

Medium 67/100

6 verified linked claims 6 direct axis claims 0 disputed claims 5/11 components covered

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

Claim confidence 14/20

6 verified linked claims

Source quality 10/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

6 direct claims across 11 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 5/10

5/11 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.
1Frankie & Jo’s is a Seattle-based vegan ice cream business; reviewed public materials do not show worker, customer, or cooperative ownership.

Ownership Verified Medium confidence Human-reviewed

2Frankie & Jo’s says it is passionate about sustainable food-system improvement, empowering women and minorities, and tending to the earth.

Loss Bearing Fidelity Verified Medium confidence Human-reviewed

3Frankie & Jo’s says plant-based ice cream is a force for good that can inspire people to eat more plants.

Product Integrity Verified High confidence Human-reviewed

4Frankie & Jo’s sells through public storefront and online channels, including national shipping information.

Cost Transparency Verified Medium confidence Human-reviewed

5Frankie & Jo’s earns limited Cost Transparency credit because it provides public storefront and online ordering or shipping information for its plant-based ice cream.

Cost Transparency Verified Medium confidence Human-reviewed

6Frankie & Jo’s sells ice cream and sweet desserts; plant-based ingredients reduce animal-product harm but do not remove ordinary sugary-dessert concerns.

Toxic Products Verified Medium confidence Human-reviewed

7Frankie & Jo's is described in the current profile as vegan or plant-forward: A Seattle plant-based ice cream company that frames vegan ice cream as a way to move more people toward plant-based eating. It is a strong lower-harm treat option, but remains a private discretionary-dessert business.

Dietary Status Verified Medium confidence Human-reviewed

Alternatives

Competitors

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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

Added a source-backed tentative evaluation during the vegan and vegetarian restaurant/business expansion pass.

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