Ross Stores

public company

Ross Stores

Industry Retail

A public off-price retailer operating Ross Dress for Less and dd’s Discounts, selling apparel, footwear, home goods, and accessories. Ross gives price relief to shoppers, but apparel-supply opacity, low-price labor pressure, data collection, and shareholder governance keep it low.

Why this matters: Ross is a direct off-price comparison with TJX and Burlington and a practical alternative to department stores and fast fashion.

Letter grade D Extractive High confidence (AI) Rubric gcd-rubric-v1

Final Score 9* D - Extractive

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

Base Material18
Bonus+1
Cap35Ownership <= 2 and Governance <= 2
After Cap19
Penalties-10
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Evaluation Overview

D - Extractive

The score turns mainly on Market Conduct, with the largest penalty coming from Ecological Harm.

Strengths

  • Market Conduct3/5
  • Product Integrity3/5
  • Ownership2/10

Penalties

  • Ecological Harm-4
  • Accountability Opacity-2
  • Toxic Products-1
  • Identity Capture-1

Evidence state

  • ConfidenceHigh confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims21
  • Direct axis claims21
  • Coverage16/16

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
2 / 10

Ross is a public shareholder-governed retailer rather than a worker, supplier, customer, or community-controlled institution.

Linked evidence
  • Ross is a public shareholder-governed retailer rather than a worker, supplier, customer, or community-controlled institution. [1]
  • Ross Stores is not governed by workers, customers, suppliers, or affected communities; formal control remains with shareholders, family owners, parent-company owners, creditors, or managers. [2]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
2 / 10

Ross Stores gives stakeholders ordinary market voice, employment voice, or customer-service channels, but not binding democratic control over major institutional decisions.

Linked evidence
  • context Ross is a public shareholder-governed retailer rather than a worker, supplier, customer, or community-controlled institution. [1]
  • context Ross Stores operates Ross Dress for Less and dd’s Discounts, selling off-price apparel, footwear, accessories, and home goods. [3]
  • context Ross provides low-price access, but the bargain model depends on supplier opacity, low labor leverage, and scale purchasing rather than transparent surplus sharing. [4]
  • Ross Stores gives stakeholders ordinary market voice, employment voice, or customer-service channels, but not binding democratic control over major institutional decisions. [5]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
2 / 10

Ross Stores sells useful goods while retaining a conventional retail structure in which surplus, pricing power, supplier pressure, and labor control are primarily managerial or investor-facing.

Linked evidence
  • context Ross Stores operates Ross Dress for Less and dd’s Discounts, selling off-price apparel, footwear, accessories, and home goods. [3]
  • context Ross is a public shareholder-governed retailer rather than a worker, supplier, customer, or community-controlled institution. [1]
  • context Ross provides low-price access, but the bargain model depends on supplier opacity, low labor leverage, and scale purchasing rather than transparent surplus sharing. [4]
  • Ross Stores sells useful goods while retaining a conventional retail structure in which surplus, pricing power, supplier pressure, and labor control are primarily managerial or investor-facing. [6]
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

Ross Stores workers remain in ordinary employer-managed retail jobs rather than worker-owned, codetermined, or union-secured control structures.

Linked evidence
  • context Ross is a public shareholder-governed retailer rather than a worker, supplier, customer, or community-controlled institution. [1]
  • Ross Stores workers remain in ordinary employer-managed retail jobs rather than worker-owned, codetermined, or union-secured control structures. [7]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
1 / 7

Ross Stores does not show unusual source-backed protection for workers who exit, people outside paid work, or customers with weak bargaining power beyond ordinary retail access.

Linked evidence
  • context Ross Stores operates Ross Dress for Less and dd’s Discounts, selling off-price apparel, footwear, accessories, and home goods. [3]
  • context Ross provides low-price access, but the bargain model depends on supplier opacity, low labor leverage, and scale purchasing rather than transparent surplus sharing. [4]
  • Ross Stores does not show unusual source-backed protection for workers who exit, people outside paid work, or customers with weak bargaining power beyond ordinary retail access. [8]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
2 / 7

Ross Stores still shifts important costs from data collection, product churn, sourcing, packaging, pharmacy, fashion, or local-market power onto customers, workers, suppliers, or the public.

Linked evidence
  • context Ross Stores operates Ross Dress for Less and dd’s Discounts, selling off-price apparel, footwear, accessories, and home goods. [3]
  • context Ross is a public shareholder-governed retailer rather than a worker, supplier, customer, or community-controlled institution. [1]
  • context Ross participates in high-volume apparel and home-goods supply chains with textile waste, packaging, logistics, and sourcing externalities. [9]
  • context Ross privacy materials describe collection through stores, websites, services, analytics, advertising, and business interactions. [10]
  • context Ross provides low-price access, but the bargain model depends on supplier opacity, low labor leverage, and scale purchasing rather than transparent surplus sharing. [4]
  • Ross Stores still shifts important costs from data collection, product churn, sourcing, packaging, pharmacy, fashion, or local-market power onto customers, workers, suppliers, or the public. [11]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
3 / 5

Ross provides low-price access, but the bargain model depends on supplier opacity, low labor leverage, and scale purchasing rather than transparent surplus sharing.

Linked evidence
  • Ross provides low-price access, but the bargain model depends on supplier opacity, low labor leverage, and scale purchasing rather than transparent surplus sharing. [4]
  • Ross Stores shapes customer choice through scale, loyalty, credit, pharmacy, promotion, fashion, recommendation, or data systems rather than through simple transparent one-time transactions alone. [12]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
3 / 5

Ross Stores operates Ross Dress for Less and dd’s Discounts, selling off-price apparel, footwear, accessories, and home goods.

Linked evidence
  • Ross Stores operates Ross Dress for Less and dd’s Discounts, selling off-price apparel, footwear, accessories, and home goods. [3]
  • Ross Stores sells products or services with practical value, but product integrity is limited where quality is mixed with churn, exposure risk, identity marketing, or opaque sourcing. [13]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
2 / 5

Ross Stores uses scale to improve access and convenience while also concentrating purchasing power, customer data, supplier leverage, and environmental burden.

Linked evidence
  • context Ross Stores operates Ross Dress for Less and dd’s Discounts, selling off-price apparel, footwear, accessories, and home goods. [3]
  • context Ross is a public shareholder-governed retailer rather than a worker, supplier, customer, or community-controlled institution. [1]
  • context Ross participates in high-volume apparel and home-goods supply chains with textile waste, packaging, logistics, and sourcing externalities. [9]
  • context Ross provides low-price access, but the bargain model depends on supplier opacity, low labor leverage, and scale purchasing rather than transparent surplus sharing. [4]
  • Ross Stores uses scale to improve access and convenience while also concentrating purchasing power, customer data, supplier leverage, and environmental burden. [14]

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.
-4

Ross participates in high-volume apparel and home-goods supply chains with textile waste, packaging, logistics, and sourcing externalities.

Linked evidence
  • Ross participates in high-volume apparel and home-goods supply chains with textile waste, packaging, logistics, and sourcing externalities. [9]
  • Ross Stores depends on retail operations, packaging, logistics, refrigeration, apparel, beauty, fuel, pharmacy, or product churn with material environmental costs. [16]
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

Ross Stores sells product categories such as pharmacy goods, supplements, cosmetics, fragrance, candles, cheap plastics, candy, or personal-care products where exposure or safety risk is material.

Linked evidence
  • Ross Stores sells product categories such as pharmacy goods, supplements, cosmetics, fragrance, candles, cheap plastics, candy, or personal-care products where exposure or safety risk is material. [17]
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.
-2

Ross Stores leaves ordinary customers unable to easily compare the full data, sourcing, ingredient, pricing, supply-chain, or loyalty tradeoffs before buying.

Linked evidence
  • context Ross privacy materials describe collection through stores, websites, services, analytics, advertising, and business interactions. [10]
  • context Ross participates in high-volume apparel and home-goods supply chains with textile waste, packaging, logistics, and sourcing externalities. [9]
  • Ross Stores leaves ordinary customers unable to easily compare the full data, sourcing, ingredient, pricing, supply-chain, or loyalty tradeoffs before buying. [18]
Identity Capture
?
Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.
-1

Ross Stores turns consumption into beauty, fashion, wellness, status, fandom, sport, youth, scent, or lifestyle identity rather than simple product access.

Linked evidence
  • Ross Stores turns consumption into beauty, fashion, wellness, status, fandom, sport, youth, scent, or lifestyle identity rather than simple product access. [19]
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.
-1

Ross privacy materials describe collection through stores, websites, services, analytics, advertising, and business interactions.

Linked evidence
  • Ross privacy materials describe collection through stores, websites, services, analytics, advertising, and business interactions. [10]
  • Ross Stores privacy materials show collection through stores, apps, websites, accounts, loyalty, pharmacy, advertising, device, preference, or transaction data channels. [20]
Ideological Disavowal
?
Concealed ideology presented as neutrality, expertise, professional necessity, public-service administration, market inevitability, or non-ideological common sense while exercising power. Range: -3 to 0.
-1

Ross Stores presents retail access as neutral consumer choice while underplaying institutional choices embedded in data collection, loyalty design, sourcing, identity marketing, supplier power, and pricing architecture.

Linked evidence
  • context Ross provides low-price access, but the bargain model depends on supplier opacity, low labor leverage, and scale purchasing rather than transparent surplus sharing. [4]
  • context Ross privacy materials describe collection through stores, websites, services, analytics, advertising, and business interactions. [10]
  • Ross Stores presents retail access as neutral consumer choice while underplaying institutional choices embedded in data collection, loyalty design, sourcing, identity marketing, supplier power, and pricing architecture. [21]

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

Ross Stores provides a limited customer-value advantage against adjacent competitors through price access, product utility, regional service, or durability, but not enough to overcome governance limits.

Linked evidence
  • context Ross provides low-price access, but the bargain model depends on supplier opacity, low labor leverage, and scale purchasing rather than transparent surplus sharing. [4]
  • Ross Stores provides a limited customer-value advantage against adjacent competitors through price access, product utility, regional service, or durability, but not enough to overcome governance limits. [15]

Confidence Basis

Confidence Basis

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

High 82/100

21 verified linked claims 21 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 13/20

21 verified linked claims

Source quality 16/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

21 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

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceHigh confidence (AI)
ThoroughnessDeveloped (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.
1Ross is a public shareholder-governed retailer rather than a worker, supplier, customer, or community-controlled institution.

Ownership Verified Medium confidence AI-generated / human-pending

AI scaffold

2Ross Stores is not governed by workers, customers, suppliers, or affected communities; formal control remains with shareholders, family owners, parent-company owners, creditors, or managers.

Ownership Verified Medium confidence AI-generated / human-pending

AI scaffold

3Ross Stores operates Ross Dress for Less and dd’s Discounts, selling off-price apparel, footwear, accessories, and home goods.

Product Integrity Verified Medium confidence AI-generated / human-pending

AI scaffold

4Ross provides low-price access, but the bargain model depends on supplier opacity, low labor leverage, and scale purchasing rather than transparent surplus sharing.

Market Conduct Verified Medium confidence AI-generated / human-pending

AI scaffold

5Ross Stores gives stakeholders ordinary market voice, employment voice, or customer-service channels, but not binding democratic control over major institutional decisions.

Governance Verified Medium confidence AI-generated / human-pending

AI scaffold

6Ross Stores sells useful goods while retaining a conventional retail structure in which surplus, pricing power, supplier pressure, and labor control are primarily managerial or investor-facing.

Extraction Verified Medium confidence AI-generated / human-pending

AI scaffold

7Ross Stores workers remain in ordinary employer-managed retail jobs rather than worker-owned, codetermined, or union-secured control structures.

Labor Sovereignty Verified Medium confidence AI-generated / human-pending

AI scaffold

8Ross Stores does not show unusual source-backed protection for workers who exit, people outside paid work, or customers with weak bargaining power beyond ordinary retail access.

Solidarity Unemployed Verified Medium confidence AI-generated / human-pending

AI scaffold

9Ross participates in high-volume apparel and home-goods supply chains with textile waste, packaging, logistics, and sourcing externalities.

Ecological Harm Verified Medium confidence AI-generated / human-pending

AI scaffold

10Ross privacy materials describe collection through stores, websites, services, analytics, advertising, and business interactions.

Surveillance Capture Verified Medium confidence AI-generated / human-pending

AI scaffold

11Ross Stores still shifts important costs from data collection, product churn, sourcing, packaging, pharmacy, fashion, or local-market power onto customers, workers, suppliers, or the public.

Loss Bearing Fidelity Verified Medium confidence AI-generated / human-pending

AI scaffold

12Ross Stores shapes customer choice through scale, loyalty, credit, pharmacy, promotion, fashion, recommendation, or data systems rather than through simple transparent one-time transactions alone.

Market Conduct Verified Medium confidence AI-generated / human-pending

AI scaffold

13Ross Stores sells products or services with practical value, but product integrity is limited where quality is mixed with churn, exposure risk, identity marketing, or opaque sourcing.

Product Integrity Verified Medium confidence AI-generated / human-pending

AI scaffold

14Ross Stores uses scale to improve access and convenience while also concentrating purchasing power, customer data, supplier leverage, and environmental burden.

Scale Integrity Verified Medium confidence AI-generated / human-pending

AI scaffold

15Ross Stores provides a limited customer-value advantage against adjacent competitors through price access, product utility, regional service, or durability, but not enough to overcome governance limits.

Good Deal Verified Medium confidence AI-generated / human-pending

AI scaffold

16Ross Stores depends on retail operations, packaging, logistics, refrigeration, apparel, beauty, fuel, pharmacy, or product churn with material environmental costs.

Ecological Harm Verified Medium confidence AI-generated / human-pending

AI scaffold

17Ross Stores sells product categories such as pharmacy goods, supplements, cosmetics, fragrance, candles, cheap plastics, candy, or personal-care products where exposure or safety risk is material.

Toxic Products Verified Medium confidence AI-generated / human-pending

AI scaffold

18Ross Stores leaves ordinary customers unable to easily compare the full data, sourcing, ingredient, pricing, supply-chain, or loyalty tradeoffs before buying.

Accountability Opacity Verified Medium confidence AI-generated / human-pending

AI scaffold

19Ross Stores turns consumption into beauty, fashion, wellness, status, fandom, sport, youth, scent, or lifestyle identity rather than simple product access.

Identity Capture Verified Medium confidence AI-generated / human-pending

AI scaffold

20Ross Stores privacy materials show collection through stores, apps, websites, accounts, loyalty, pharmacy, advertising, device, preference, or transaction data channels.

Surveillance Capture Verified Medium confidence AI-generated / human-pending

AI scaffold

21Ross Stores presents retail access as neutral consumer choice while underplaying institutional choices embedded in data collection, loyalty design, sourcing, identity marketing, supplier power, and pricing architecture.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending

AI scaffold

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