public company

Hilton

Industry Travel

A public hotel company operating and franchising Hilton, Hampton, DoubleTree, Embassy Suites, Waldorf Astoria, and other lodging brands. Hilton is useful travel infrastructure, but franchise labor distance, loyalty/subscription-like capture, fees, guest-data collection, and hotel ecological burdens constrain the score.

Why this matters: Hotel choices are direct consumer choices where labor standards, fees, loyalty systems, and guest-data practices differ.

Letter grade D Extractive Medium confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 11, 2026

Final Score 12* D - Extractive

DEXTRACTIVE12 pts

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

Base Material17

Bonus+0

Cap35Ownership <= 2 and Governance <= 2

After Cap17

Penalties-5

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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
Ownership2/10
Governance2/10

Penalties

Ecological Harm-2
Surveillance Capture-2
Subscription Capture-1

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims6
Direct axis claims6
Coverage6/12

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	2 / 10	Hilton is a shareholder-governed public company, with a mostly managed/franchised model that distances brand control from many hotel workers. Hilton is a shareholder-governed public company, with a mostly managed/franchised model that distances brand control from many hotel workers. That keeps Hilton low on Ownership: decisive control remains with shareholders, private owners, executives, or state insiders rather than affected people. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence Hilton is a shareholder-governed public company, with a mostly managed/franchised model that distances brand control from many hotel workers. [1]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	2 / 10	Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. That keeps Hilton low on Governance: ordinary users, workers, customers, or affected communities cannot change the rules that govern them. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. [2] context Hilton is a shareholder-governed public company, with a mostly managed/franchised model that distances brand control from many hotel workers. [1] context Hilton’s franchise and management model weakens direct worker control because many hotel workers are employed by owners, franchisees, or contractors rather than the brand entity customers choose. [3] context Hilton Honors loyalty, dynamic pricing, app-based booking, co-branded credit, and recurring travel relationships create moderate capture and switching incentives. [4] context Hilton collects guest, booking, device, loyalty, payment, preference, and app/location-related data across hotel stays and digital services. [5] context Hotels create material energy, water, laundry, food, construction, land-use, and travel-adjacent burdens despite sustainability programs. [6]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	2 / 10	Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. That keeps Hilton low on Extraction: the business model makes extraction from workers, users, suppliers, customers, or the public central rather than incidental. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. [2] context Hilton is a shareholder-governed public company, with a mostly managed/franchised model that distances brand control from many hotel workers. [1] context Hilton’s franchise and management model weakens direct worker control because many hotel workers are employed by owners, franchisees, or contractors rather than the brand entity customers choose. [3] context Hilton Honors loyalty, dynamic pricing, app-based booking, co-branded credit, and recurring travel relationships create moderate capture and switching incentives. [4] context Hilton collects guest, booking, device, loyalty, payment, preference, and app/location-related data across hotel stays and digital services. [5] context Hotels create material energy, water, laundry, food, construction, land-use, and travel-adjacent burdens despite sustainability programs. [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	Hilton’s franchise and management model weakens direct worker control because many hotel workers are employed by owners, franchisees, or contractors rather than the brand entity customers choose. Hilton’s franchise and management model weakens direct worker control because many hotel workers are employed by owners, franchisees, or contractors rather than the brand entity customers choose. That keeps Hilton low on Labor Sovereignty: labor remains managerially controlled, replaceable, or exposed to coercive employment and contracting conditions. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence Hilton’s franchise and management model weakens direct worker control because many hotel workers are employed by owners, franchisees, or contractors rather than the brand entity customers choose. [3]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	1 / 7	Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. That keeps Hilton low on Solidarity with the Unemployed: the model provides little protection for people who leave, are excluded, or cannot bargain from employment. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. [2] context Hilton is a shareholder-governed public company, with a mostly managed/franchised model that distances brand control from many hotel workers. [1] context Hilton’s franchise and management model weakens direct worker control because many hotel workers are employed by owners, franchisees, or contractors rather than the brand entity customers choose. [3] context Hilton Honors loyalty, dynamic pricing, app-based booking, co-branded credit, and recurring travel relationships create moderate capture and switching incentives. [4] context Hilton collects guest, booking, device, loyalty, payment, preference, and app/location-related data across hotel stays and digital services. [5] context Hotels create material energy, water, laundry, food, construction, land-use, and travel-adjacent burdens despite sustainability programs. [6]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	2 / 7	Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. That keeps Hilton low on Loss-Bearing Fidelity: losses, hazards, or adjustment costs are routinely pushed onto workers, customers, suppliers, communities, or the public. The value is above zero only where the linked record still shows some real function, constraint, or public value on this axis. Linked evidence context Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. [2] context Hilton is a shareholder-governed public company, with a mostly managed/franchised model that distances brand control from many hotel workers. [1] context Hilton’s franchise and management model weakens direct worker control because many hotel workers are employed by owners, franchisees, or contractors rather than the brand entity customers choose. [3] context Hilton Honors loyalty, dynamic pricing, app-based booking, co-branded credit, and recurring travel relationships create moderate capture and switching incentives. [4] context Hilton collects guest, booking, device, loyalty, payment, preference, and app/location-related data across hotel stays and digital services. [5] context Hotels create material energy, water, laundry, food, construction, land-use, and travel-adjacent burdens despite sustainability programs. [6]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	2 / 5	Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. That places Hilton in the middle of Market Conduct: the product has real value but still uses meaningful lock-in, gatekeeping, market power, or dependency. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Linked evidence context Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. [2] context Hilton is a shareholder-governed public company, with a mostly managed/franchised model that distances brand control from many hotel workers. [1] context Hilton’s franchise and management model weakens direct worker control because many hotel workers are employed by owners, franchisees, or contractors rather than the brand entity customers choose. [3] context Hilton Honors loyalty, dynamic pricing, app-based booking, co-branded credit, and recurring travel relationships create moderate capture and switching incentives. [4] context Hilton collects guest, booking, device, loyalty, payment, preference, and app/location-related data across hotel stays and digital services. [5] context Hotels create material energy, water, laundry, food, construction, land-use, and travel-adjacent burdens despite sustainability programs. [6]
Product Integrity ? Preservation of quality rather than degradation for monetization.	3 / 5	Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. That places Hilton in the middle of Product Integrity: the product has real use value but is compromised by incentives, monetization, lock-in, quality degradation, or risk. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Linked evidence Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. [2]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	2 / 5	Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. That places Hilton in the middle of Scale Integrity: scale brings useful reach but also weakens accountability, transparency, or local constraint. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Linked evidence context Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands. [2] context Hilton is a shareholder-governed public company, with a mostly managed/franchised model that distances brand control from many hotel workers. [1] context Hilton’s franchise and management model weakens direct worker control because many hotel workers are employed by owners, franchisees, or contractors rather than the brand entity customers choose. [3] context Hilton Honors loyalty, dynamic pricing, app-based booking, co-branded credit, and recurring travel relationships create moderate capture and switching incentives. [4] context Hilton collects guest, booking, device, loyalty, payment, preference, and app/location-related data across hotel stays and digital services. [5] context Hotels create material energy, water, laundry, food, construction, land-use, and travel-adjacent burdens despite sustainability programs. [6]

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.	-2	Hotels create material energy, water, laundry, food, construction, land-use, and travel-adjacent burdens despite sustainability programs. Hotels create material energy, water, laundry, food, construction, land-use, and travel-adjacent burdens despite sustainability programs. That warrants a limited Ecological Harm penalty because the institution causes or defends ecological damage that is more than incidental to the model. The value is limited because the linked record shows a real problem but not one that dominates the profile on this axis. Linked evidence Hotels create material energy, water, laundry, food, construction, land-use, and travel-adjacent burdens despite sustainability programs. [6]
Subscription Capture ? Manipulative recurring-payment, automatic-renewal, cancellation-friction, bundling, trial-conversion, or refund designs that profit from inertia or confusion. Range: -5 to 0.	-1	Hilton Honors loyalty, dynamic pricing, app-based booking, co-branded credit, and recurring travel relationships create moderate capture and switching incentives. Hilton Honors loyalty, dynamic pricing, app-based booking, co-branded credit, and recurring travel relationships create moderate capture and switching incentives. That warrants a limited Subscription Capture penalty because recurring-payment design profits from inertia, confusion, bundling, renewal friction, or cancellation difficulty. The value is limited because the linked record shows a real problem but not one that dominates the profile on this axis. Linked evidence Hilton Honors loyalty, dynamic pricing, app-based booking, co-branded credit, and recurring travel relationships create moderate capture and switching incentives. [4]
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	Hilton collects guest, booking, device, loyalty, payment, preference, and app/location-related data across hotel stays and digital services. Hilton collects guest, booking, device, loyalty, payment, preference, and app/location-related data across hotel stays and digital services. That warrants a substantial Surveillance Capture penalty because customers, workers, users, bystanders, or the public are exposed to invasive tracking, biometrics, or behavior scanning. The value is substantial but not at the floor because the linked record shows serious conduct without the strongest aggravating factors on this axis. Linked evidence Hilton collects guest, booking, device, loyalty, payment, preference, and app/location-related data across hotel stays and digital services. [5]

Bonus Credits

No bonus credits applied in this version.

Confidence Basis

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

Medium 73/100

6 verified linked claims 6 direct axis claims 0 disputed claims 6/12 components covered

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

Claim confidence 19/20

6 verified linked claims

Source quality 11/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

6 direct claims across 12 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 5/10

6/12 evidence-bearing components have direct support

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.

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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.

1Hilton is a shareholder-governed public company, with a mostly managed/franchised model that distances brand control from many hotel workers.

Ownership Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Hilton investor reportsOfficial self-description · 68%

2Hilton operates, manages, and franchises a global hotel portfolio across luxury, full-service, focused-service, and extended-stay lodging brands.

Product Integrity Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Hilton investor reportsOfficial self-description · 68%

3Hilton’s franchise and management model weakens direct worker control because many hotel workers are employed by owners, franchisees, or contractors rather than the brand entity customers choose.

Labor Sovereignty Verified Medium confidence AI-generated / human-pending May 11, 2026

AI scaffold

Hilton investor reportsOfficial self-description · 68%

4Hilton Honors loyalty, dynamic pricing, app-based booking, co-branded credit, and recurring travel relationships create moderate capture and switching incentives.

Subscription Capture Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Hilton Honors termsGeneral web source · 58%

5Hilton collects guest, booking, device, loyalty, payment, preference, and app/location-related data across hotel stays and digital services.

Surveillance Capture Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Hilton Global Privacy StatementGeneral web source · 58%

6Hotels create material energy, water, laundry, food, construction, land-use, and travel-adjacent burdens despite sustainability programs.

Ecological Harm Verified High confidence AI-generated / human-pending May 11, 2026

AI scaffold

Hilton ESG reportsGeneral web source · 58%

Alternatives

Competitors

AGOOD53 Hostelling International USA nonprofit hostel network · same market BQUALIFIED45 Quaintance-Weaver Restaurants and Hotels employee-owned restaurant and hotel company · same market CPERFORMATIVE36 Best Western / BWH Hotels independent-hotel brand network · same market DEXTRACTIVE34 Drury Hotels family-owned value hotel chain · same market DEXTRACTIVE22 Marriott International public hotel and lodging company · same market DEXTRACTIVE8 Hyatt public company · same market FMALIGNANT-3 Expedia Group public company · same market FMALIGNANT-7 Booking Holdings public company · same market

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