An EPR Industry Intelligence™ Benchmark
Which Hotel & Travel Brands AI Systems Recommend Most
May 2026 — inaugural edition
Why This Matters
Travel research increasingly begins inside AI-generated interfaces. The brands AI engines surface in answer to “best luxury hotel in Tokyo,” “best honeymoon resort,” “best family resort,” and similar queries are setting the consideration set before any other touchpoint engages.
The AI Travel Recommendation Index™ measures that surface. This is the inaugural benchmark, intended to be revisited annually with quarterly tracking.
Executive Summary
AI travel recommendation is not evenly distributed. It is concentrating around a small set of luxury brands with deep editorial authority, ranking presence, review density, and clear category narratives.
Five findings frame the report:
- Two brands anchor the entire category. Four Seasons appears in 39% of travel prompts in Claude. Aman appears in 28%.
- Six Senses is the strongest current-momentum case. It surfaces in 75% of strategic search-retrieval prompts.
- Bulgari Hotels demonstrates that prestige density beats portfolio scale. Bulgari captures 13% Citation Share™ in Claude despite operating roughly nine properties globally.
- Wellness is over-indexed in AI travel recommendation. Six Senses, Aman, Como Shambhala, Lanserhof, Kamalaya, Canyon Ranch, and Miraval all surface with consistency.
- Cruise is structurally exposed. No cruise brand exceeds 3% Citation Share™ in Claude.
Methodology
100 travel prompts were run against Claude Opus 4.7, capturing brands surfaced in default-mode responses. Pure-destination entries were excluded from brand-level counts.
A web-search proxy of 4 strategic prompts was used as a directional indicator of retrieval-engine behavior. Because the proxy uses a smaller prompt set than the Claude run, those results should be treated as directional indicators of retrieval visibility, not full-engine ranking equivalents.
Property-level mentions were consolidated to parent brand. The same parent brand is not double-counted within a single prompt response. Citation Share™ is defined as the percentage of prompts in which a brand appears at least once.
ChatGPT and Gemini are not included in this edition. The methodology is reproducible against those engines and will be incorporated into the 2027 edition.
Claude — Top 30 Brands by Citation Share™
| Rank | Brand | Appearances | Citation Share™ |
|---|---|---|---|
| 1 | Four Seasons | 39 | 39.0% |
| 2 | Aman | 28 | 28.0% |
| 3 | Mandarin Oriental | 20 | 20.0% |
| 3 | Six Senses | 20 | 20.0% |
| 5 | Cheval Blanc | 18 | 18.0% |
| 6 | Belmond | 16 | 16.0% |
| 7 | One&Only | 15 | 15.0% |
| 8 | Bulgari Hotels | 13 | 13.0% |
| 9 | St. Regis | 12 | 12.0% |
| 10 | Ritz-Carlton | 11 | 11.0% |
| 10 | Soneva | 11 | 11.0% |
| 12 | Rosewood | 9 | 9.0% |
| 13 | Park Hyatt | 8 | 8.0% |
| 14 | Peninsula | 7 | 7.0% |
| 15 | Auberge Resorts | 6 | 6.0% |
| 16 | 1 Hotels | 5 | 5.0% |
| 16 | Como Shambhala | 5 | 5.0% |
| 18 | Capella Hotels | 4 | 4.0% |
| 18 | Tripadvisor | 4 | 4.0% |
| 20 | Singita | 3 | 3.0% |
| 20 | Janu | 3 | 3.0% |
| 20 | Ace Hotel | 3 | 3.0% |
| 20 | Edition | 3 | 3.0% |
| 20 | Canyon Ranch | 3 | 3.0% |
| 20 | Miraval | 3 | 3.0% |
| 20 | Lanserhof | 3 | 3.0% |
| 20 | Kamalaya | 3 | 3.0% |
| 20 | Lindblad | 3 | 3.0% |
| 20 | Booking.com | 3 | 3.0% |
| 20 | Expedia | 3 | 3.0% |
Web Search Proxy — Retrieval Layer
| Rank | Brand | Surface Share |
|---|---|---|
| 1 | Six Senses | 75.0% |
| 2 | Four Seasons | 50.0% |
| 2 | Aman | 50.0% |
| 2 | St. Regis | 50.0% |
| 2 | Belmond | 50.0% |
| 2 | Cheval Blanc | 50.0% |
| 2 | One&Only | 50.0% |
| 2 | Conrad | 50.0% |
| 9 | Rosewood | 25.0% |
| 9 | Ritz-Carlton | 25.0% |
| 9 | Mandarin Oriental | 25.0% |
| 9 | Bulgari Hotels | 25.0% |
| 9 | Park Hyatt | 25.0% |
| 9 | Peninsula | 25.0% |
| 9 | Shangri-La | 25.0% |
| 9 | Raffles | 25.0% |
| 9 | Soneva | 25.0% |
| 9 | Anantara | 25.0% |
| 9 | Velaa | 25.0% |
| 9 | Singita | 25.0% |
| 9 | andBeyond | 25.0% |
What This Means
The index shows two different travel visibility systems operating at once. Four Seasons and Aman benefit from long-established prestige and model memory. Six Senses, St. Regis, Belmond, and Cheval Blanc benefit more heavily from current retrieval signals.
The brands present in both layers — Aman and Four Seasons — are structurally advantaged. Brands present only in retrieval are exposed if Claude and ChatGPT remain primary entry points for travelers without active web search enabled.
Cross-Engine Comparison
| Brand | Claude | Web Proxy | Pattern |
|---|---|---|---|
| Aman | 28% | 50% | Anchored across both layers |
| Four Seasons | 39% | 50% | Anchored across both layers |
| Six Senses | 20% | 75% | Retrieval over-index |
| Mandarin Oriental | 20% | 25% | Aligned |
| Cheval Blanc | 18% | 50% | Retrieval over-index |
| Belmond | 16% | 50% | Retrieval over-index |
| One&Only | 15% | 50% | Retrieval over-index |
| Bulgari Hotels | 13% | 25% | Aligned |
| St. Regis | 12% | 50% | Retrieval over-index |
| Ritz-Carlton | 11% | 25% | Aligned |
| Conrad | 0% | 50% | Retrieval-only presence |
| Anantara | 0% | 25% | Retrieval-only presence |
| Velaa | 0% | 25% | Retrieval-only presence |
| andBeyond | 0% | 25% | Retrieval-only presence |
| Auberge Resorts | 6% | 0% | Training-only presence |
| Como Shambhala | 5% | 0% | Training-only presence |
The Travel AI Authority Stack™
- Luxury editorial authority. Condé Nast Traveler, Travel + Leisure, AFAR, Robb Report, Bloomberg Pursuits, NYT Travel, and WSJ travel.
- Ranking and award validation. World’s 50 Best Hotels, Forbes Travel Guide, Michelin Guide, U.S. News Best Hotels, and Tripadvisor Travelers’ Choice.
- Review and loyalty ecosystems. Tripadvisor, Booking.com, Google reviews, FlyerTalk, One Mile at a Time, View from the Wing, The Points Guy, and God Save the Points.
- Brand-owned destination content. Hotel storytelling pages, editorial sections of brand sites, and destination tourism content.
- Trade and business momentum. Skift, Hospitality Net, Travel Weekly, Forbes, Fortune, and Fast Company hotel-business coverage.
Source Layer — Who AI Engines Cite
Tier-1 Luxury Editorial Creates Brand Meaning
Condé Nast Traveler, Travel + Leisure, AFAR, Robb Report, Bloomberg Pursuits, and NYT Travel are the most reliable predictors of cross-engine recommendation share.
Rankings Convert Subjective Luxury Into Machine-Readable Authority
World’s 50 Best Hotels, Forbes Travel Guide Star Ratings, Travel + Leisure World’s Best, and Condé Nast Traveler Reader’s Choice function as retrieval shortcuts.
Reviews Provide Volume and Recency
Tripadvisor underlies a large share of AI-generated hotel justifications even when not named as a recommended platform.
Loyalty Publishers Shape High-Intent Queries
One Mile at a Time, View from the Wing, The Points Guy, and God Save the Points dominate Marriott Bonvoy, World of Hyatt, and Amex Fine Hotels & Resorts prompts.
Trade Press Validates Business Momentum
Skift, Hospitality Net, and Travel Weekly drive recognition of new properties, brand expansions, and category-defining openings.
Validated Patterns
- Two brands anchor cross-category recommendation. Four Seasons appears in 39% of Claude prompts; Aman appears in 28%.
- Prestige density beats scale. Bulgari Hotels captures 13% Citation Share™ despite a small global portfolio.
- The wellness visibility premium is real. Six Senses, Aman, Como Shambhala, Lanserhof, Kamalaya, Canyon Ranch, and Miraval surface consistently.
- Cruise is structurally exposed. No cruise brand exceeds 3% Citation Share™ in Claude.
- New luxury brands face a multi-year visibility lag. AI visibility compounds slowly.
- Boutique properties capture narrow prompts and fall out of category prompts. Boutique strategy is structurally narrow-and-deep.
Strategic Implications
- Luxury chains outside the top ten face a Citation Share™ floor near 5%.
- Wellness positioning is the highest-leverage category move available to luxury travel brands today.
- Cruise is the most contestable AI-recommendation category in travel.
- New brand openings need five-year visibility horizons.
- Tourism boards under-index across the benchmark.
- Loyalty programs surface through third-party loyalty publishers more than through hotel brands directly.
- Citation Share™ should be tracked quarterly.
Recurrence
The AI Travel Recommendation Index™ is published annually by EPR Industry Intelligence™. Quarterly trackers monitor leaderboard movement.
Forthcoming companion benchmarks include the Cruise AI Visibility Gap™, the Wellness Travel AI Visibility Report™, the Luxury Hotel AI Citation Share Benchmark™, and the Tourism Board AI Visibility Index™.
About EPR Industry Intelligence™
Everything-PR is an AI-era communications intelligence platform publishing recurring industry research, category benchmarks, and AI visibility analyses across travel and hospitality, healthcare, financial services, beauty, technology, education, and beyond.
Recurring research properties include the AI Travel Recommendation Index™, the Healthcare AI Trust Index™, sector-specific AI Authority Stack™ frameworks, AI Visibility Gap™ analyses, and Citation Share™ benchmarks.
Research access, methodology requests, and licensing inquiries: everything-pr.com.
Everything-PR is affiliated with 5W. © 2026 Everything-PR. EPR Industry Intelligence™, Citation Share™, AI Travel Recommendation Index™, Travel AI Authority Stack™, and Travel AI Visibility Gap™ are trademarks of Everything-PR.
