public hotel and lodging company
Marriott International
Industry Travel
A public global hotel company and franchisor selling lodging brands worldwide, with massive reach, franchise labor exposure, and shareholder control. Marriott International remains weak because of ideological disavowal, even where the product or service has practical value.
Why this matters: Marriott is a baseline comparison for travel: useful and ubiquitous, but structurally extractive by this rubric.
Letter grade D Extractive Medium confidence (AI) Rubric gcd-rubric-v1
Final Score
22* D - Extractive
D* Tentative scaffolding score. Not human-checked or final.
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Evaluation Overview
D - Extractive
The score turns mainly on Product Integrity, with the largest penalty coming from Ideological Disavowal.
Strengths
- Product Integrity4/5
- Extraction3/10
- Labor Sovereignty3/7
Penalties
- Ideological Disavowal-1
Evidence state
- ConfidenceMedium confidence (AI)
- ThoroughnessPartial (AI)
- Linked claims4
- Direct axis claims4
- Coverage4/10
Scoring Axes
| Axis | Score | Why this score |
|---|---|---|
Ownership
?
Control rights: shareholder-dominated at 0, worker cooperative control
at 10.
|
1 / 10 |
Marriott International files public-company annual reports and operates as a shareholder-governed lodging company. Linked evidence
|
Governance
?
Binding decision authority: centralized control at 0, democratic
stakeholder control at 10.
|
1 / 10 |
Marriott International files public-company annual reports and operates as a shareholder-governed lodging company. |
Extraction
?
Surplus allocation, wage share, CEO pay ratio, margins, and structured
extraction judgment.
|
3 / 10 |
Marriott International files public-company annual reports and operates as a shareholder-governed lodging company. |
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 |
Marriott International files public-company annual reports and operates as a shareholder-governed lodging company. |
Solidarity with the
Unemployed
?
Treatment of exits and nonworkers, including severance, redeployment,
and non-competes.
|
2 / 7 |
Marriott International files public-company annual reports and operates as a shareholder-governed lodging company. |
Loss-Bearing Fidelity
?
Willingness to absorb costs to preserve values, workers, users, and
public obligations.
|
3 / 7 |
Marriott International files public-company annual reports and operates as a shareholder-governed lodging company. |
Market Conduct
?
Pricing fairness, switching costs, lock-in, and rent extraction.
|
3 / 5 |
Marriott International files public-company annual reports and operates as a shareholder-governed lodging company. |
Product Integrity
?
Preservation of quality rather than degradation for monetization.
|
4 / 5 |
Marriott provides lodging and travel services through a global portfolio of hotel brands. Linked evidence
|
Scale Integrity
?
Whether growth improves or degrades fairness and accountability.
|
3 / 5 |
The linked record identifies Marriott as a global lodging company with hotel brands, franchised and managed properties, and loyalty infrastructure. Linked evidence
|
Penalties
| Penalty | Applied | Why this penalty |
|---|---|---|
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 |
Marriott International's public framing is assessed as ideological-disavowal evidence because Marriott International shows bounded neutrality theater: some contested choices are softened… Linked evidence
|
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 71/100
4 verified linked claims 4 direct axis claims 0 disputed claims 4/10 components covered
This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.
Claim confidence 18/20
4 verified linked claims
Source quality 14/18
Best source per verified claim, weighted by institutional reliability
Direct axis-specific claims 6/18
4 direct claims across 10 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 4/10
4/10 evidence-bearing components have direct support
Evidence State
Evidence State
Profile stateAI draft / human-pending
VerificationUnverified
ConfidenceMedium confidence (AI)
ThoroughnessPartial (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.1Marriott International files public-company annual reports and operates as a shareholder-governed lodging company.
- Marriott SEC filingsPrimary institutional record · 90%
2Marriott provides lodging and travel services through a global portfolio of hotel brands.
- Marriott brandsGeneral web source · 58%
3Marriott describes itself as a global lodging company with hotel brands, franchised and managed properties, and loyalty infrastructure.
- Marriott investor relationsOfficial self-description · 68%
4Marriott International's public framing is assessed as ideological-disavowal evidence because Marriott International 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.
- Marriott International official siteGeneral web source · 58%
- Marriott SEC filingsPrimary institutional record · 90%
- Marriott investor relationsOfficial self-description · 68%
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How This Page Is Maintained
Evidence comes in through contributors, is checked by verifiers, and is synthesized by reviewers. Founder authority remains narrow and visible; scores recalculate when verified claims or the rubric change.
Civic Note
Incorporation, limited liability, market access, and other institutional privileges are public grants. Good Companies Directory treats those privileges as conditional on accountability to workers, users, communities, and the public.
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Audit Log
Recent public changes for this company or group. The full audit log is part of the Transparency record.
Added source-backed tentative evaluation during the hospitality, travel, restaurants, and better-alternatives expansion pass.