Grainger

public maintenance, repair, and operations distributor

Grainger

Industry Retail

A public distributor selling maintenance, repair, operations, safety, janitorial, electrical, plumbing, and industrial products to businesses and institutions. Grainger is practical infrastructure for repair work, but investor governance, industrial supply-chain footprint, hazardous product categories, and procurement-data capture keep it low-scoring.

Why this matters: Grainger is a major MRO comparator for Fastenal, Ferguson, Home Depot Pro, Lowe's Pro, and industrial supply chains.

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

Final Score 5* D - Extractive

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

Base Material14
Bonus+0
Cap35Ownership <= 2 and Governance <= 2
After Cap14
Penalties-9
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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 Integrity3/5
  • Extraction2/10
  • Market Conduct2/5

Penalties

  • Ecological Harm-3
  • Toxic Products-2
  • Accountability Opacity-2
  • Surveillance Capture-2

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims25
  • Direct axis claims13
  • Coverage13/13

Scoring Axes

Axis Score Why this score
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control at 10.
1 / 10

Grainger is controlled through shareholder, private, family, or executive ownership rather than worker, customer, supplier, tenant, renter, or community ownership.

Linked evidence
  • Grainger is controlled through shareholder, private, family, or executive ownership rather than worker, customer, supplier, tenant, renter, or community ownership. [1]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
1 / 10

Grainger does not give customers, workers, suppliers, local communities, or affected households binding democratic authority over governance.

Linked evidence
  • Grainger does not give customers, workers, suppliers, local communities, or affected households binding democratic authority over governance. [2]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
2 / 10

Grainger sells useful goods or services through a conventional retail, rental, distribution, or industrial-supply model that routes surplus through owners, executives, or public shareholders.

Linked evidence
  • Grainger sells useful goods or services through a conventional retail, rental, distribution, or industrial-supply model that routes surplus through owners, executives, or public shareholders. [3]
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

Grainger appears to rely on ordinary retail, warehouse, delivery, branch, or service employment rather than worker control, co-determination, or durable labor veto power.

Linked evidence
  • Grainger appears to rely on ordinary retail, warehouse, delivery, branch, or service employment rather than worker control, co-determination, or durable labor veto power. [4]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
1 / 7

Grainger receives limited credit where it provides practical goods or services used by workers and households, but it is not organized around unemployed people, exits, or broad nonworker power.

Linked evidence
  • Grainger receives limited credit where it provides practical goods or services used by workers and households, but it is not organized around unemployed people, exits, or broad nonworker power. [5]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
1 / 7

Grainger has practical utility, but the record does not show durable willingness to absorb major losses for workers, customers, suppliers, or communities when doing so conflicts with commercial goals.

Linked evidence
  • Grainger has practical utility, but the record does not show durable willingness to absorb major losses for workers, customers, suppliers, or communities when doing so conflicts with commercial goals. [6]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
2 / 5

Grainger provides widely useful goods or services, while pricing, loyalty, rental, contractor, credit, add-on, or procurement systems still shift power toward the seller.

Linked evidence
  • Grainger provides widely useful goods or services, while pricing, loyalty, rental, contractor, credit, add-on, or procurement systems still shift power toward the seller. [7]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
3 / 5

Grainger sells products or services with real practical utility, but quality, safety, durability, emissions, toxicity, or add-on economics remain important constraints.

Linked evidence
  • Grainger sells products or services with real practical utility, but quality, safety, durability, emissions, toxicity, or add-on economics remain important constraints. [8]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
2 / 5

Grainger benefits from scale in availability and logistics, but scale also concentrates supply, procurement, customer data, and local market power.

Linked evidence
  • Grainger benefits from scale in availability and logistics, but scale also concentrates supply, procurement, customer data, and local market power. [9]

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

Grainger participates in material-intensive retail, rental, industrial supply, logistics, construction, equipment, or vehicle systems with meaningful ecological footprint.

Linked evidence
  • Grainger participates in material-intensive retail, rental, industrial supply, logistics, construction, equipment, or vehicle systems with meaningful ecological footprint. [18]
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.
-2

Grainger sells, rents, distributes, or supports product categories that can include chemicals, fuels, solvents, treated materials, pesticides, machinery, batteries, combustion equipment, or other toxic or safety-risk goods.

Linked evidence
  • Grainger sells, rents, distributes, or supports product categories that can include chemicals, fuels, solvents, treated materials, pesticides, machinery, batteries, combustion equipment, or other toxic or safety-risk goods. [19]
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.
-2

Grainger provides basic corporate and privacy disclosures, but ordinary customers cannot easily inspect supplier power, markups, product toxicity, data sharing, rental economics, or environmental costs.

Linked evidence
  • Grainger provides basic corporate and privacy disclosures, but ordinary customers cannot easily inspect supplier power, markups, product toxicity, data sharing, rental economics, or environmental costs. [22]
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

Grainger privacy materials describe collection, sharing, analytics, advertising, app, loyalty, transaction, location, vehicle, biometric, or device data practices.

Linked evidence
  • Grainger privacy materials describe collection, sharing, analytics, advertising, app, loyalty, transaction, location, vehicle, biometric, or device data practices. [24]

Bonus Credits

No bonus credits applied in this version.

Confidence Basis

Confidence Basis

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

Medium 78/100

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

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

Claim confidence 13/20

25 verified linked claims

Source quality 12/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

13 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 10/10

13/13 evidence-bearing components have direct support

Evidence State

Evidence State

Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceMedium 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.
1Grainger is controlled through shareholder, private, family, or executive ownership rather than worker, customer, supplier, tenant, renter, or community ownership.

Ownership Verified Medium confidence AI-generated / human-pending

AI scaffold

2Grainger does not give customers, workers, suppliers, local communities, or affected households binding democratic authority over governance.

Governance Verified Medium confidence AI-generated / human-pending

AI scaffold

3Grainger sells useful goods or services through a conventional retail, rental, distribution, or industrial-supply model that routes surplus through owners, executives, or public shareholders.

Extraction Verified Medium confidence AI-generated / human-pending

AI scaffold

4Grainger appears to rely on ordinary retail, warehouse, delivery, branch, or service employment rather than worker control, co-determination, or durable labor veto power.

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

AI scaffold

5Grainger receives limited credit where it provides practical goods or services used by workers and households, but it is not organized around unemployed people, exits, or broad nonworker power.

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

AI scaffold

6Grainger has practical utility, but the record does not show durable willingness to absorb major losses for workers, customers, suppliers, or communities when doing so conflicts with commercial goals.

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

AI scaffold

7Grainger provides widely useful goods or services, while pricing, loyalty, rental, contractor, credit, add-on, or procurement systems still shift power toward the seller.

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

AI scaffold

8Grainger sells products or services with real practical utility, but quality, safety, durability, emissions, toxicity, or add-on economics remain important constraints.

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

AI scaffold

9Grainger benefits from scale in availability and logistics, but scale also concentrates supply, procurement, customer data, and local market power.

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

AI scaffold

10The available public record for Grainger does not show unusually strong protection for worker, customer, supplier, or public dissent beyond ordinary corporate channels.

Openness To Dissent Verified Medium confidence AI-generated / human-pending

AI scaffold

11The available public record for Grainger does not show unusual civil-liberties protection or constitutional-spirit practice beyond normal commercial compliance.

Constitutional Spirit Verified Medium confidence AI-generated / human-pending

AI scaffold

12Grainger receives some credit where the service or product mix gives customers practical value, broad availability, low entry prices, or repair/self-help capacity.

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

AI scaffold

13Grainger does not provide unusually clear public cost, margin, markup, fee, rental, or surplus-allocation transparency for ordinary customers.

Cost Transparency Verified Medium confidence AI-generated / human-pending

AI scaffold

14The available public record for Grainger does not document a rare non-punitive anti-mobbing or anti-scapegoating institutional practice strong enough for this bonus.

Anti Scapegoating Culture Verified Medium confidence AI-generated / human-pending

AI scaffold

15Any positive conduct by Grainger is at least partly vulnerable where it depends on private, family, founder, or executive discretion rather than locked stakeholder governance.

Reversibility Verified Medium confidence AI-generated / human-pending

AI scaffold

16The available evidence for Grainger does not describes conduct considered under Human Harmd elsewhere.

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

AI scaffold

17The available evidence for Grainger does not show direct institutional coercive violence, detention abuse, armed repression, or violent domination.

Coercive Violence Verified Medium confidence AI-generated / human-pending

AI scaffold

18Grainger participates in material-intensive retail, rental, industrial supply, logistics, construction, equipment, or vehicle systems with meaningful ecological footprint.

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

AI scaffold

19Grainger sells, rents, distributes, or supports product categories that can include chemicals, fuels, solvents, treated materials, pesticides, machinery, batteries, combustion equipment, or other toxic or safety-risk goods.

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

AI scaffold

20The available evidence for Grainger does not show a primary business model based on direct youth manipulation or youth-culture monetization.

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

AI scaffold

21Grainger retains conduct relevant to the this penalty: where membership, rental add-ons, storage autopay, credit, loyalty, or recurring-payment systems create inertia or cancellation-friction risk.

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

AI scaffold

22Grainger provides basic corporate and privacy disclosures, but ordinary customers cannot easily inspect supplier power, markups, product toxicity, data sharing, rental economics, or environmental costs.

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

AI scaffold

23Grainger retains conduct relevant to the this penalty: where brand, lifestyle, rural, DIY, pro-contractor, home-design, or moving-self-reliance identity becomes part of the customer capture model.

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

AI scaffold

24Grainger privacy materials describe collection, sharing, analytics, advertising, app, loyalty, transaction, location, vehicle, biometric, or device data practices.

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

AI scaffold

25Grainger is penalized where ordinary retail, logistics, or distributor language presents commercial and supply-chain choices as neutral necessity while downplaying power, environmental, labor, or data tradeoffs.

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

AI scaffold

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