public company

Fast Retailing / Uniqlo

A public Japanese apparel group behind Uniqlo and GU, selling basics and casual clothing globally. Uniqlo has stronger basics/product-integrity logic than ultra-fast fashion, but shareholder governance, supply-chain labor exposure, textile volume, and data-heavy retail keep it constrained.

Why this matters: Uniqlo is an important comparison point because many consumers choose it as a less trend-driven alternative to fast fashion.

Letter grade D Extractive Medium confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 11, 2026

Final Score 14* D - Extractive

DEXTRACTIVE14 pts

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

Base Material19

Bonus+1

Cap35Ownership <= 2 and Governance <= 2

After Cap20

Penalties-6

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Evaluation Overview

D - Extractive

The score turns mainly on Product Integrity, with the largest penalty coming from Ecological Harm.

Strengths

Product Integrity4/5
Market Conduct3/5
Ownership2/10

Penalties

Ecological Harm-3
Surveillance Capture-2
Toxic Products-1

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims7
Direct axis claims7
Coverage7/13

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	2 / 10	Fast Retailing / Uniqlo is controlled through conventional corporate ownership rather than worker, customer, or community governance. Fast Retailing / Uniqlo is controlled through conventional corporate ownership rather than worker, customer, or community governance. That keeps Fast Retailing / Uniqlo low on Ownership: decisive control remains with shareholders, private owners, executives, or state insiders rather than affected people. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence Fast Retailing / Uniqlo is controlled through conventional corporate ownership rather than worker, customer, or community governance. [1]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	2 / 10	Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. That keeps Fast Retailing / Uniqlo low on Governance: ordinary users, workers, customers, or affected communities cannot change the rules that govern them. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. [2] context Fast Retailing / Uniqlo is controlled through conventional corporate ownership rather than worker, customer, or community governance. [1] context Fast Retailing / Uniqlo depends on global apparel or footwear supply chains where worker power is mostly mediated through supplier codes, audits, and compliance programs rather than worker control. [3] context Fast Retailing / Uniqlo retains conduct relevant to the Ecological Harm penalty: its clothing model creates material emissions, waste, packaging, production, logistics, or land-use burdens. [4] context Fast Retailing / Uniqlo retains conduct relevant to the Toxic Products penalty: its product category includes materials, chemicals, additives, packaging, or ordinary-use harms that create toxic or safety risk. [5] context Fast Retailing / Uniqlo retains conduct relevant to the Surveillance Capture penalty: customer, app, account, location, purchase, trip, or behavioral data materially increases institutional power over users. [6] context Fast Retailing / Uniqlo receives limited Good Deal credit because the service or products provide unusually broad practical usefulness or price value relative to adjacent competitors, despite the larger structural limits. [7]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	2 / 10	Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. That keeps Fast Retailing / Uniqlo low on Extraction: the business model makes extraction from workers, users, suppliers, customers, or the public central rather than incidental. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. [2] context Fast Retailing / Uniqlo is controlled through conventional corporate ownership rather than worker, customer, or community governance. [1] context Fast Retailing / Uniqlo depends on global apparel or footwear supply chains where worker power is mostly mediated through supplier codes, audits, and compliance programs rather than worker control. [3] context Fast Retailing / Uniqlo retains conduct relevant to the Ecological Harm penalty: its clothing model creates material emissions, waste, packaging, production, logistics, or land-use burdens. [4] context Fast Retailing / Uniqlo retains conduct relevant to the Toxic Products penalty: its product category includes materials, chemicals, additives, packaging, or ordinary-use harms that create toxic or safety risk. [5] context Fast Retailing / Uniqlo retains conduct relevant to the Surveillance Capture penalty: customer, app, account, location, purchase, trip, or behavioral data materially increases institutional power over users. [6] context Fast Retailing / Uniqlo receives limited Good Deal credit because the service or products provide unusually broad practical usefulness or price value relative to adjacent competitors, despite the larger structural limits. [7]
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.	1 / 7	Fast Retailing / Uniqlo depends on global apparel or footwear supply chains where worker power is mostly mediated through supplier codes, audits, and compliance programs rather than worker control. Fast Retailing / Uniqlo depends on global apparel or footwear supply chains where worker power is mostly mediated through supplier codes, audits, and compliance programs rather than worker control. That keeps Fast Retailing / Uniqlo low on Labor Sovereignty: labor remains managerially controlled, replaceable, or exposed to coercive employment and contracting conditions. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence Fast Retailing / Uniqlo depends on global apparel or footwear supply chains where worker power is mostly mediated through supplier codes, audits, and compliance programs rather than worker control. [3]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	1 / 7	Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. That keeps Fast Retailing / Uniqlo low on Solidarity with the Unemployed: the model provides little protection for people who leave, are excluded, or cannot bargain from employment. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. [2] context Fast Retailing / Uniqlo is controlled through conventional corporate ownership rather than worker, customer, or community governance. [1] context Fast Retailing / Uniqlo depends on global apparel or footwear supply chains where worker power is mostly mediated through supplier codes, audits, and compliance programs rather than worker control. [3] context Fast Retailing / Uniqlo retains conduct relevant to the Ecological Harm penalty: its clothing model creates material emissions, waste, packaging, production, logistics, or land-use burdens. [4] context Fast Retailing / Uniqlo retains conduct relevant to the Toxic Products penalty: its product category includes materials, chemicals, additives, packaging, or ordinary-use harms that create toxic or safety risk. [5] context Fast Retailing / Uniqlo retains conduct relevant to the Surveillance Capture penalty: customer, app, account, location, purchase, trip, or behavioral data materially increases institutional power over users. [6] context Fast Retailing / Uniqlo receives limited Good Deal credit because the service or products provide unusually broad practical usefulness or price value relative to adjacent competitors, despite the larger structural limits. [7]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	2 / 7	Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. That keeps Fast Retailing / Uniqlo low on Loss-Bearing Fidelity: losses, hazards, or adjustment costs are routinely pushed onto workers, customers, suppliers, communities, or the public. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. [2] context Fast Retailing / Uniqlo is controlled through conventional corporate ownership rather than worker, customer, or community governance. [1] context Fast Retailing / Uniqlo depends on global apparel or footwear supply chains where worker power is mostly mediated through supplier codes, audits, and compliance programs rather than worker control. [3] context Fast Retailing / Uniqlo retains conduct relevant to the Ecological Harm penalty: its clothing model creates material emissions, waste, packaging, production, logistics, or land-use burdens. [4] context Fast Retailing / Uniqlo retains conduct relevant to the Toxic Products penalty: its product category includes materials, chemicals, additives, packaging, or ordinary-use harms that create toxic or safety risk. [5] context Fast Retailing / Uniqlo retains conduct relevant to the Surveillance Capture penalty: customer, app, account, location, purchase, trip, or behavioral data materially increases institutional power over users. [6] context Fast Retailing / Uniqlo receives limited Good Deal credit because the service or products provide unusually broad practical usefulness or price value relative to adjacent competitors, despite the larger structural limits. [7]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	3 / 5	Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. That places Fast Retailing / Uniqlo in the middle of Market Conduct: the product has real value but still uses meaningful lock-in, gatekeeping, market power, or dependency. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Linked evidence context Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. [2] context Fast Retailing / Uniqlo is controlled through conventional corporate ownership rather than worker, customer, or community governance. [1] context Fast Retailing / Uniqlo depends on global apparel or footwear supply chains where worker power is mostly mediated through supplier codes, audits, and compliance programs rather than worker control. [3] context Fast Retailing / Uniqlo retains conduct relevant to the Ecological Harm penalty: its clothing model creates material emissions, waste, packaging, production, logistics, or land-use burdens. [4] context Fast Retailing / Uniqlo retains conduct relevant to the Toxic Products penalty: its product category includes materials, chemicals, additives, packaging, or ordinary-use harms that create toxic or safety risk. [5] context Fast Retailing / Uniqlo retains conduct relevant to the Surveillance Capture penalty: customer, app, account, location, purchase, trip, or behavioral data materially increases institutional power over users. [6] context Fast Retailing / Uniqlo receives limited Good Deal credit because the service or products provide unusually broad practical usefulness or price value relative to adjacent competitors, despite the larger structural limits. [7]
Product Integrity ? Preservation of quality rather than degradation for monetization.	4 / 5	Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. That places Fast Retailing / Uniqlo high on Product Integrity: the core offering is genuinely useful and comparatively less dependent on traps, degradation, or harmful dependencies. A still-higher or maximum value requires stronger proof that this structure is durable, broad, and not merely discretionary. Linked evidence Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. [2]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	2 / 5	Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. That places Fast Retailing / Uniqlo in the middle of Scale Integrity: scale brings useful reach but also weakens accountability, transparency, or local constraint. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Linked evidence context Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels. [2] context Fast Retailing / Uniqlo is controlled through conventional corporate ownership rather than worker, customer, or community governance. [1] context Fast Retailing / Uniqlo depends on global apparel or footwear supply chains where worker power is mostly mediated through supplier codes, audits, and compliance programs rather than worker control. [3] context Fast Retailing / Uniqlo retains conduct relevant to the Ecological Harm penalty: its clothing model creates material emissions, waste, packaging, production, logistics, or land-use burdens. [4] context Fast Retailing / Uniqlo retains conduct relevant to the Toxic Products penalty: its product category includes materials, chemicals, additives, packaging, or ordinary-use harms that create toxic or safety risk. [5] context Fast Retailing / Uniqlo retains conduct relevant to the Surveillance Capture penalty: customer, app, account, location, purchase, trip, or behavioral data materially increases institutional power over users. [6] context Fast Retailing / Uniqlo receives limited Good Deal credit because the service or products provide unusually broad practical usefulness or price value relative to adjacent competitors, despite the larger structural limits. [7]

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.	-3	Fast Retailing / Uniqlo retains conduct relevant to the Ecological Harm penalty: its clothing model creates material emissions, waste, packaging, production, logistics, or land-use burdens. Fast Retailing / Uniqlo retains conduct relevant to the Ecological Harm penalty: its clothing model creates material emissions, waste, packaging, production, logistics, or land-use burdens. That warrants a limited Ecological Harm penalty because the institution causes or defends ecological damage that is more than incidental to the model. The value is limited because the linked record shows a real problem but not one that dominates the profile on this axis. Linked evidence Fast Retailing / Uniqlo retains conduct relevant to the Ecological Harm penalty: its clothing model creates material emissions, waste, packaging, production, logistics, or land-use burdens. [4]
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	Fast Retailing / Uniqlo retains conduct relevant to the Toxic Products penalty: its product category includes materials, chemicals, additives, packaging, or ordinary-use harms that create toxic or safety risk. Fast Retailing / Uniqlo retains conduct relevant to the Toxic Products penalty: its product category includes materials, chemicals, additives, packaging, or ordinary-use harms that create toxic or safety risk. That warrants a limited Toxic Products penalty because ordinary use, exposure, ingredients, residues, packaging, or formulation creates material toxic, addictive, or consumer-safety risk. The value is limited because the linked record shows a real problem but not one that dominates the profile on this axis. Linked evidence Fast Retailing / Uniqlo retains conduct relevant to the Toxic Products penalty: its product category includes materials, chemicals, additives, packaging, or ordinary-use harms that create toxic or safety risk. [5]
Surveillance Capture ? Invasive surveillance, unreasonably non-optional tracking, facial recognition, biometric identification, or AI behavior scanning of customers, workers, bystanders, or the public. Range: -5 to 0.	-2	Fast Retailing / Uniqlo retains conduct relevant to the Surveillance Capture penalty: customer, app, account, location, purchase, trip, or behavioral data materially increases institutional power over users. Fast Retailing / Uniqlo retains conduct relevant to the Surveillance Capture penalty: customer, app, account, location, purchase, trip, or behavioral data materially increases institutional power over users. That warrants a substantial Surveillance Capture penalty because customers, workers, users, bystanders, or the public are exposed to invasive tracking, biometrics, or behavior scanning. The value is substantial but not at the floor because the linked record shows serious conduct without the strongest aggravating factors on this axis. Linked evidence Fast Retailing / Uniqlo retains conduct relevant to the Surveillance Capture penalty: customer, app, account, location, purchase, trip, or behavioral data materially increases institutional power over users. [6]

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.	1 / 3	The service or products provide unusually broad practical usefulness or price value relative to adjacent competitors, despite the larger structural limits. The service or products provide unusually broad practical usefulness or price value relative to adjacent competitors, despite the larger structural limits. That supports partial Good Deal credit because ordinary users receive unusually fair value, durability, access, or surplus. The value remains partial because the linked record does not show the practice as comprehensive, durable, or central enough for full credit. Linked evidence Fast Retailing / Uniqlo receives limited Good Deal credit because the service or products provide unusually broad practical usefulness or price value relative to adjacent competitors, despite the larger structural limits. [7]

Confidence Basis

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

Medium 75/100

7 verified linked claims 7 direct axis claims 0 disputed claims 7/13 components covered

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

Claim confidence 15/20

7 verified linked claims

Source quality 16/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

7 direct claims across 13 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

7/13 evidence-bearing components have direct support

Evidence State

Profile stateAI draft / human-pending

VerificationUnverified

ConfidenceMedium confidence (AI)

ThoroughnessDeveloped (AI)

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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.

1Fast Retailing / Uniqlo is controlled through conventional corporate ownership rather than worker, customer, or community governance.

Ownership Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Fast Retailing annual reportsPrimary institutional record · 90%
Fast Retailing sustainabilityGeneral web source · 58%
Uniqlo privacy policyOfficial self-description · 68%

2Fast Retailing / Uniqlo sells apparel, footwear, accessories, or related consumer goods at large scale through stores, wholesale, and digital channels.

Product Integrity Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Fast Retailing annual reportsPrimary institutional record · 90%
Fast Retailing sustainabilityGeneral web source · 58%
Uniqlo privacy policyOfficial self-description · 68%

3Fast Retailing / Uniqlo depends on global apparel or footwear supply chains where worker power is mostly mediated through supplier codes, audits, and compliance programs rather than worker control.

Labor Sovereignty Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Fast Retailing annual reportsPrimary institutional record · 90%
Fast Retailing sustainabilityGeneral web source · 58%
Uniqlo privacy policyOfficial self-description · 68%

4Fast Retailing / Uniqlo retains conduct relevant to the Ecological Harm penalty: its clothing model creates material emissions, waste, packaging, production, logistics, or land-use burdens.

Ecological Harm Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Fast Retailing annual reportsPrimary institutional record · 90%
Fast Retailing sustainabilityGeneral web source · 58%
Uniqlo privacy policyOfficial self-description · 68%

5Fast Retailing / Uniqlo retains conduct relevant to the Toxic Products penalty: its product category includes materials, chemicals, additives, packaging, or ordinary-use harms that create toxic or safety risk.

Toxic Products Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Fast Retailing annual reportsPrimary institutional record · 90%
Fast Retailing sustainabilityGeneral web source · 58%
Uniqlo privacy policyOfficial self-description · 68%

6Fast Retailing / Uniqlo retains conduct relevant to the Surveillance Capture penalty: customer, app, account, location, purchase, trip, or behavioral data materially increases institutional power over users.

Surveillance Capture Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Fast Retailing annual reportsPrimary institutional record · 90%
Fast Retailing sustainabilityGeneral web source · 58%
Uniqlo privacy policyOfficial self-description · 68%

7Fast Retailing / Uniqlo receives limited Good Deal credit because the service or products provide unusually broad practical usefulness or price value relative to adjacent competitors, despite the larger structural limits.

Good Deal Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Fast Retailing annual reportsPrimary institutional record · 90%
Fast Retailing sustainabilityGeneral web source · 58%
Uniqlo privacy policyOfficial self-description · 68%

Alternatives

AGOOD58 Blue Tin Production worker-owned apparel manufacturing cooperative · same market BQUALIFIED46 Weinbrenner Shoe Company / Thorogood employee-owned footwear manufacturer · same market

Competitors

AGOOD58 Blue Tin Production worker-owned apparel manufacturing cooperative · same market BQUALIFIED46 Weinbrenner Shoe Company / Thorogood employee-owned footwear manufacturer · same market DEXTRACTIVE15 Levi Strauss & Co. public company · same market DEXTRACTIVE11 lululemon public company · same market DEXTRACTIVE10 Adidas public company · same market DEXTRACTIVE7 Nike public company · same market DEXTRACTIVE1 Inditex / Zara public company · same market DEXTRACTIVE0 Gap Inc. public company · same market

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