Shell

public company

Shell

Industry Energy

A public oil and gas major whose core fossil-fuel business creates severe climate and ecological harm despite transition messaging. Shell scores low because of ecological harm, person-dependent governance, and documented human harm, with extractive economics and centralized governance reinforcing the negative evaluation.

Why this matters: When ecological harm is core to the business model, harm sets the floor below ordinary material scoring.

Letter grade F Malignant Medium confidence (AI) Rubric gcd-rubric-v1

Final Score -50* F - Malignant

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

Base Material14
Bonus+0
Cap35Ownership <= 2 and Governance <= 2
After Cap14
Penalties-64
G
Private Government badge

Shell receives the Private Government badge because it combines large-scale private rule-setting over customers, workers, users, members, or counterparties with OpenLobby-documented lobbying of about $58.7M on public policy issues.

Evidence: [18]

L
Policy Capture: L for Lobbying

The L badge appears when the Policy Capture penalty is severe. Here, L stands for Lobbying: the policy-capture value is -14, meaning the evidence indicates major private-interest lobbying or policy pressure against workers, customers, citizens, affected communities, democratic accountability, or ecological life.

Evidence: [16]

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Evaluation Overview

F - Malignant

The score turns mainly on Labor Sovereignty, with the largest penalty coming from Ecological Harm.

Strengths

  • Labor Sovereignty3/7
  • Solidarity with the Unemployed2/7
  • Market Conduct2/5

Penalties

  • Ecological Harm-24
  • Policy Capture-14
  • High-Carbon Products-10
  • Reversibility-5

Evidence state

  • ConfidenceMedium confidence (AI)
  • ThoroughnessDeveloped (AI)
  • Linked claims18
  • Direct axis claims17
  • Coverage17/17

Scoring Axes

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

Shell publishes investor-relations materials for a shareholder-governed public company.

Calibration notes

Comparative anchor: Column-spectrum position: 12 scored entries below, 65 tied, 149 above on Ownership.

Linked evidence
  • Shell publishes investor-relations materials for a shareholder-governed public company. [1]
Governance
?
Binding decision authority: centralized control at 0, democratic stakeholder control at 10.
1 / 10

Shell publishes investor-relations materials for a shareholder-governed public company.

Calibration notes

Comparative anchor: Column-spectrum position: 2 scored entries below, 68 tied, 156 above on Governance.

Linked evidence
  • context Shell publishes investor-relations materials for a shareholder-governed public company. [1]
  • context Shell public materials describe the Milieudefensie climate case and the 2024 Court of Appeal decision concerning Shell emissions obligations. [2]
  • Shell investor materials show shareholder-facing governance, while climate-accountability disputes are addressed through litigation and executive strategy rather than affected-community control. [3]
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.
1 / 10

Shell publishes investor-relations materials for a shareholder-governed public company.

Calibration notes

Comparative anchor: Column-spectrum position: 2 scored entries below, 17 tied, 207 above on Extraction.

Linked evidence
  • context Shell publishes investor-relations materials for a shareholder-governed public company. [1]
  • context Shell public materials describe the Milieudefensie climate case and the 2024 Court of Appeal decision concerning Shell emissions obligations. [2]
  • Shell’s core oil and gas business extracts fossil resources and sells high-carbon products, creating private revenue from products whose climate and pollution costs are borne broadly. [4]
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

Shell publishes investor-relations materials for a shareholder-governed public company.

Calibration notes

Comparative anchor: Column-spectrum position: 45 scored entries below, 66 tied, 115 above on Labor Sovereignty.

Linked evidence
  • context Shell publishes investor-relations materials for a shareholder-governed public company. [1]
  • context Shell public materials describe the Milieudefensie climate case and the 2024 Court of Appeal decision concerning Shell emissions obligations. [2]
  • Shell’s public record centers investor governance and fossil-energy operations, without evidence that workers or affected communities can control the company’s core extraction and transition decisions. [5]
Solidarity with the Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment, and non-competes.
2 / 7

Shell publishes investor-relations materials for a shareholder-governed public company.

Calibration notes

Comparative anchor: Column-spectrum position: 31 scored entries below, 49 tied, 146 above on Solidarity with the Unemployed.

Linked evidence
  • context Shell publishes investor-relations materials for a shareholder-governed public company. [1]
  • context Shell public materials describe the Milieudefensie climate case and the 2024 Court of Appeal decision concerning Shell emissions obligations. [2]
  • Shell provides energy products and employment, but fossil-fuel dependence and climate litigation do not show structural solidarity with people harmed by energy transition, pollution, or climate risk. [6]
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and public obligations.
1 / 7

Shell publishes investor-relations materials for a shareholder-governed public company.

Calibration notes

Comparative anchor: Column-spectrum position: 12 scored entries below, 20 tied, 194 above on Loss-Bearing Fidelity.

Linked evidence
  • context Shell publishes investor-relations materials for a shareholder-governed public company. [1]
  • context Shell public materials describe the Milieudefensie climate case and the 2024 Court of Appeal decision concerning Shell emissions obligations. [2]
  • Shell climate litigation and emissions disputes show that major social and ecological costs are contested externally rather than reliably absorbed by the company as obligations. [7]
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
2 / 5

Shell publishes investor-relations materials for a shareholder-governed public company.

Calibration notes

Comparative anchor: Column-spectrum position: 31 scored entries below, 22 tied, 173 above on Market Conduct.

Linked evidence
  • context Shell publishes investor-relations materials for a shareholder-governed public company. [1]
  • context Shell public materials describe the Milieudefensie climate case and the 2024 Court of Appeal decision concerning Shell emissions obligations. [2]
  • Shell sells essential energy in fuel markets while lobbying and litigating over climate obligations, making market conduct inseparable from private control over public climate costs. [8]
Product Integrity
?
Preservation of quality rather than degradation for monetization.
2 / 5

Shell publishes investor-relations materials for a shareholder-governed public company.

Calibration notes

Comparative anchor: Column-spectrum position: 23 scored entries below, 13 tied, 190 above on Product Integrity.

Linked evidence
  • context Shell publishes investor-relations materials for a shareholder-governed public company. [1]
  • context Shell public materials describe the Milieudefensie climate case and the 2024 Court of Appeal decision concerning Shell emissions obligations. [2]
  • Shell’s core products move vehicles and industry but are fossil fuels with direct toxic, air-pollution, and climate consequences, so utility is bound to severe product harm. [9]
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
1 / 5

Shell publishes investor-relations materials for a shareholder-governed public company.

Calibration notes

Comparative anchor: Column-spectrum position: 14 scored entries below, 16 tied, 196 above on Scale Integrity.

Linked evidence
  • context Shell publishes investor-relations materials for a shareholder-governed public company. [1]
  • context Shell public materials describe the Milieudefensie climate case and the 2024 Court of Appeal decision concerning Shell emissions obligations. [2]
  • Shell’s multinational fossil-fuel scale magnifies climate, pollution, lobbying, and transition risks beyond what ordinary consumer choice can discipline. [10]

Penalties

Penalty Applied Why this penalty
Reversibility
?
Applied when positive conduct depends on current living leaders, founders, family owners, or other person-contingent governance rather than durable structure. Range: -5 to 0.
-5

Shell's favorable conduct depends partly on current leaders, founders, family owners, executive discretion, or other person-contingent control rather than a fully locked democratic stakeholder-control structure.

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 95 tied, 131 above on Reversibility.

Linked evidence
  • context Shell publishes investor-relations materials for a shareholder-governed public company. [1]
  • Shell's favorable conduct depends partly on current leaders, founders, family owners, executive discretion, or other person-contingent control rather than a fully locked democratic stakeholder-control structure. [11]
Human Harm
?
Severity, scale, culpability, vulnerable targets, willful reoffense, reputation laundering, pattern escalation, and time decay. Range: -20 to 0.
-4

Shell's climate-case materials make human-harm scoring inseparable from climate-risk contribution, even when litigation outcomes address emissions obligations rather than a single direct injury event.

Calibration notes

Comparative anchor: Column-spectrum position: 48 scored entries below, 3 tied, 175 above on Human Harm.

Linked evidence
  • context Shell public materials describe the Milieudefensie climate case and the 2024 Court of Appeal decision concerning Shell emissions obligations. [2]
  • Shell's climate-case materials make human-harm scoring inseparable from climate-risk contribution, even when litigation outcomes address emissions obligations rather than a single direct injury event. [12]
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.
-24

Shell sits in the worst-actor Ecological Harm tier because fossil extraction, refining, and marketing keep climate-forcing harm central to the business model despite years of public notice and litigation.

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 4 tied, 222 above on Ecological Harm.

Linked evidence
  • Shell public materials describe the Milieudefensie climate case and the 2024 Court of Appeal decision concerning Shell emissions obligations. [2]
Policy Capture
?
Private-interest attempts to bend law, regulation, subsidies, taxes, enforcement, trade, labor, safety, competition, environmental, healthcare, housing, surveillance, civil-liberties, or consumer policy against workers, customers, citizens, affected communities, or ecological life. Public-interest advocacy is not penalized merely because it is lobbying. Range: -15 to 0.
-14

OpenLobby records SHELL USA, INC. (FKA SHELL OIL COMPANY) lobbying on natural resources, chemicals, fuels, trade, marine, transportation, and other issues with about $58.7M in spending…

Linked evidence
  • OpenLobby records SHELL USA, INC. (FKA SHELL OIL COMPANY) lobbying on natural resources, chemicals, fuels, trade, marine, transportation, and other issues with about $58.7M in spending across 33 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role. [16]
High-Carbon Products
?
Core products, services, financing, or supply chains that materially depend on fossil-fuel combustion, high-emissions transport, industrial animal agriculture, meat, dairy, or other unusually carbon-intensive activity. This is scored separately from general ecological harm so ordinary consumers can see carbon-intensive product exposure directly. Range: -10 to 0.
-10

Worst-tier high-carbon exposure is warranted because fossil-fuel extraction, refining, marketing, or fossil-fuel industry advocacy depends directly on large-scale carbon combustion.

Linked evidence
  • Shell has fossil-fuel core high-carbon product exposure based on its listed business model and current profile description: A public oil and gas major whose core fossil-fuel business creates severe climate and ecological harm despite transition messaging. Shell scores low because of ecological harm, person-dependent governance, and documente… [17]
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.
-4

Shell currently sells oil, gas, fuels, and related fossil-energy products as a core business; the product category creates ordinary toxic, addictive, or consumer-safety exposure under the directory's toxic-products screen.

Calibration notes

Comparative anchor: Column-spectrum position: 2 scored entries below, 6 tied, 218 above on Toxic Products.

Linked evidence
  • Shell currently sells oil, gas, fuels, and related fossil-energy products as a core business; the product category creates ordinary toxic, addictive, or consumer-safety exposure under the directory's toxic-products screen. [14]
Accountability Opacity
?
Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.
-2

Shell's climate-accountability litigation creates a accountability-opacity penalty because public assessment of emissions obligations depends on adversarial legal proceedings and contested company climate representations.

Calibration notes

Comparative anchor: Column-spectrum position: 0 scored entries below, 52 tied, 174 above on Accountability Opacity.

Linked evidence
  • Shell's climate-accountability litigation creates a accountability-opacity penalty because public assessment of emissions obligations depends on adversarial legal proceedings and contested company climate representations. [13]
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

Shell's public framing is assessed as ideological-disavowal evidence because Shell shows bounded neutrality theater: some contested choices are softened through expertise, public-interest,…

Calibration notes

Comparative anchor: Ideological Disavowal 0 to -3 recalibration: 0 for explicit standpoint or no penalty-level neutrality theater; -1 for bounded softening of contested choices; -2 for strong neutrality theater by a powerful institution; -3 for major gatekeeping or coercive power presented as neutral, necessary, objective, or non-ideological.

Uncertainty
  • This recalibration uses public self-presentation and profile evidence; later review should add direct language-analysis evidence for high-impact institutions.
Linked evidence
  • Shell's public framing is assessed as ideological-disavowal evidence because Shell shows bounded neutrality theater: some contested choices are softened through expertise, public-interest, professional, market, safety, or institutional language, but the record does not show dominant concealment of standpoint. [15]

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 79/100

17 verified linked claims 17 direct axis claims 0 disputed claims 17/17 components covered

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

Claim confidence 14/20

17 verified linked claims

Source quality 12/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 14/18

17 direct claims across 17 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

17/17 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.
1Shell publishes investor-relations materials for a shareholder-governed public company.

Ownership Verified Medium confidence AI-generated / human-pending

AI scaffold

2Shell public materials describe the Milieudefensie climate case and the 2024 Court of Appeal decision concerning Shell emissions obligations.

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

AI scaffold

3Shell investor materials show shareholder-facing governance, while climate-accountability disputes are addressed through litigation and executive strategy rather than affected-community control.

Governance Verified Medium confidence Human-reviewed

4Shell’s core oil and gas business extracts fossil resources and sells high-carbon products, creating private revenue from products whose climate and pollution costs are borne broadly.

Extraction Verified Medium confidence Human-reviewed

5Shell’s public record centers investor governance and fossil-energy operations, without evidence that workers or affected communities can control the company’s core extraction and transition decisions.

Labor Sovereignty Verified Medium confidence Human-reviewed

6Shell provides energy products and employment, but fossil-fuel dependence and climate litigation do not show structural solidarity with people harmed by energy transition, pollution, or climate risk.

Solidarity Unemployed Verified Medium confidence Human-reviewed

7Shell climate litigation and emissions disputes show that major social and ecological costs are contested externally rather than reliably absorbed by the company as obligations.

Loss Bearing Fidelity Verified Medium confidence Human-reviewed

8Shell sells essential energy in fuel markets while lobbying and litigating over climate obligations, making market conduct inseparable from private control over public climate costs.

Market Conduct Verified Medium confidence Human-reviewed

9Shell’s core products move vehicles and industry but are fossil fuels with direct toxic, air-pollution, and climate consequences, so utility is bound to severe product harm.

Product Integrity Verified Medium confidence Human-reviewed

10Shell’s multinational fossil-fuel scale magnifies climate, pollution, lobbying, and transition risks beyond what ordinary consumer choice can discipline.

Scale Integrity Verified Medium confidence Human-reviewed

11Shell's favorable conduct depends partly on current leaders, founders, family owners, executive discretion, or other person-contingent control rather than a fully locked democratic stakeholder-control structure.

Reversibility Verified Medium confidence Human-reviewed

12Shell's climate-case materials make human-harm scoring inseparable from climate-risk contribution, even when litigation outcomes address emissions obligations rather than a single direct injury event.

Human Harm Verified Medium confidence Human-reviewed

13Shell's climate-accountability litigation creates a accountability-opacity penalty because public assessment of emissions obligations depends on adversarial legal proceedings and contested company climate representations.

Accountability Opacity Verified Medium confidence Human-reviewed

14Shell currently sells oil, gas, fuels, and related fossil-energy products as a core business; the product category creates ordinary toxic, addictive, or consumer-safety exposure under the directory's toxic-products screen.

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

AI scaffold

15Shell's public framing is assessed as ideological-disavowal evidence because Shell shows bounded neutrality theater: some contested choices are softened through expertise, public-interest, professional, market, safety, or institutional language, but the record does not show dominant concealment of standpoint.

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

AI scaffold

16OpenLobby records SHELL USA, INC. (FKA SHELL OIL COMPANY) lobbying on natural resources, chemicals, fuels, trade, marine, transportation, and other issues with about $58.7M in spending across 33 filings; the reviewed filings document private institutional lobbying over public rules rather than a public-interest advocacy role.

Policy Capture Verified High confidence AI-generated / human-pending

AI scaffold

17Shell has fossil-fuel core high-carbon product exposure based on its listed business model and current profile description: A public oil and gas major whose core fossil-fuel business creates severe climate and ecological harm despite transition messaging. Shell scores low because of ecological harm, person-dependent governance, and documente…

High Carbon Products Verified High confidence Human-reviewed

18Shell receives the Private Government badge because it combines large-scale private rule-setting over customers, workers, users, members, or counterparties with OpenLobby-documented lobbying of about $58.7M on public policy issues.

Private Government Verified Medium confidence AI-generated / human-pending

AI scaffold

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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 toxic-products-assessment

Added tentative AI-generated Toxic Products penalty -4 and directory value for current toxic, addictive, pesticide, livestock, chemical, or consumer-safety product exposure.

ai_scaffolding score

Published tentative AI-generated scaffolding score -12 for initial human review under gcd-rubric-v1.

View Full Audit Log