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
* Tentative scaffolding score. Not human-checked or final.
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
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
|
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
|
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
|
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 |
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
|
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
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.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
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.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
3Ross Stores operates Ross Dress for Less and dd’s Discounts, selling off-price apparel, footwear, accessories, and home goods.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
4Ross provides low-price access, but the bargain model depends on supplier opacity, low labor leverage, and scale purchasing rather than transparent surplus sharing.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
5Ross Stores gives stakeholders ordinary market voice, employment voice, or customer-service channels, but not binding democratic control over major institutional decisions.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
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.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
7Ross Stores workers remain in ordinary employer-managed retail jobs rather than worker-owned, codetermined, or union-secured control structures.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
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.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
9Ross participates in high-volume apparel and home-goods supply chains with textile waste, packaging, logistics, and sourcing externalities.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
10Ross privacy materials describe collection through stores, websites, services, analytics, advertising, and business interactions.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
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.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
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.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
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.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
14Ross Stores uses scale to improve access and convenience while also concentrating purchasing power, customer data, supplier leverage, and environmental burden.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
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.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
16Ross Stores depends on retail operations, packaging, logistics, refrigeration, apparel, beauty, fuel, pharmacy, or product churn with material environmental costs.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
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.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
18Ross Stores leaves ordinary customers unable to easily compare the full data, sourcing, ingredient, pricing, supply-chain, or loyalty tradeoffs before buying.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
19Ross Stores turns consumption into beauty, fashion, wellness, status, fandom, sport, youth, scent, or lifestyle identity rather than simple product access.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
20Ross Stores privacy materials show collection through stores, apps, websites, accounts, loyalty, pharmacy, advertising, device, preference, or transaction data channels.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
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.
- Ross privacy policyOfficial self-description · 68%
- Ross annual reportsPrimary institutional record · 90%
- Ross responsibility governance and ethicsGeneral web source · 58%
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