Featured Research
All ResearchJanuary 2026
The AI Hotel Landscape 2026
How 6 AI Models Rank 12,500+ Hotels Across 1.2 Million Citations
The most comprehensive study of AI hotel recommendations ever conducted. We analyzed how ChatGPT, Gemini, Perplexity, Claude, Copilot, and Grok recommend hotels across major cities worldwide.
1.2M+
Citations
6
AI Models
12,500+
Hotels
8
Cities
April 2026
ChatGPT 5.3 Halved Its Hotel Sources
140 prompts24 → 12 URLsMar 5 cutover
April 2026
ChatGPT Hotel Ads Are Live
613 queries27% ad rateBooking.com 43.5%
April 2026
ChatGPT Hotel Index vs Live Web
400 queries83% domains differ2 models
March 2026
Anatomy of a ChatGPT Hotel Search
12 systems7 providers424 A/B tests
March 2026
Hotel Schema.org Adoption: The State of Structured Data
121,425 hotels7 countries36.3% no schema
March 2026
What Hotels Are Actually Called: A Naming Study
121,425 hotels8 analysis angles7 countries
February 2026
Google AI Mode: Where Do Hotel Clicks Actually Go?
4,000 queries84K+ references79% GBP clicks
February 2026
How Consistent Are AI Hotel Rankings?
4,000 queries50.5% stability8 cities
Projects
All ProjectsActive
Hotelrank
AI visibility platform for hotels. Track how AI models recommend hotels.
Active
Direct Hotels
An open alternative to commission-heavy OTAs, built on publicly available data.
Coming Soon
Schema.org Validator
A specialized structured data validator for hotel websites.
~$ agent-endpoints --list /llms.txt /api/posts.json /rss.xml /sitemap.xml