- Visibility21
- Citations0
- Sentiment50
- Site quality27
- AI readiness0
AI assistants name Hyatt Hotels in 21.7% of answers, much more often than the typical company in its sector. The company has an overall score of 21 out of 100, ranking 2,006th of 2,047. Its website passes 0 of 14 technical checks for readiness for AI tools.
We asked 15 unbranded questions about the healthcare market: none named Hyatt Hotels. AI assistants named it in 13 of 60 answers (21.7%). The typical healthcare company is named in 3.3% of answers. By how often it is named, Hyatt Hotels ranks 7 of 105 in its sector.
Every dot is a company in the study. Hover one to see it; click to open its report.
This companySame sectorEvery other companyNever named
Five parts, each scored out of 100.
How often AI assistants name the company
How often AI uses the company's own website as a source
How positively AI describes the company
How well built the website's own pages are
How easily AI tools can read and use the website
Visibility is calculated from the answers on this page. How the score is built.
105 companies in this sector. The line on each bar is the typical company.
An answer that names the company
“Best luxury resort chains for family vacations in the United States”
If you mean luxury resort chains with multiple U.S. properties that are especially good for family vacations, the strongest bets are Marriott/Marriott Bonvoy (especially Ritz-Carlton and JW Marriott), Hilton, Hyatt, Loews, and Kimpton; among these, Ritz-Carlton is the clearest luxury pick and is specifically called out for families.
A practical short list:
Chain · Why it stands out for families · Luxury level
Ritz-Carlton / Marriott Bonvoy · High-end service, premium amenities, broad U.S. resort footprint, family-friendly resort …
The AI’s answer as we received it, shortened and not checked for accuracy.
How the mentions in these answers were split between this company and its rivals
Answers naming it, out of answers received
What this website publishes for an AI agent to read, use and buy from, on a scale of six levels.
This website turned most of our scan away, so it has no level. Only 30% of the checks could run. That reflects the website’s rules for automated visitors, and an AI agent arriving by itself meets the same rules.
Show every check, for your technical teamHide the checks
- study: 92.0%robots.txtCould not check
Publish a valid robots.txt with crawl rules and a Sitemap line.
- study: 86.8%SitemapCould not check
Serve an XML sitemap and reference it from robots.txt.
- study: 0.3%Link headersCould not check
Send Link headers such as rel="api-catalog" or rel="describedby" on the homepage.
- study: 5.5%DNS for AI DiscoveryNot present
Advertise agent endpoints with SVCB records under _agents.
- study: 1.9%Markdown negotiationCould not check
Return a markdown version when asked with Accept: text/markdown, for example at the CDN.
- study: 25.1%llms.txtCould not check
Publish an llms.txt with a short summary and the key links.
- study: 93.4%AI bot rulesCould not check
Add explicit robots.txt groups for the main AI crawlers.
- study: 1.4%Content SignalsCould not check
Add a Content-Signal line for search, ai-input and ai-train to robots.txt.
- study: 0.2%Web Bot AuthNot present
Only relevant if you run your own agents or crawlers: publish a signing key directory.
- study: 0.3%API CatalogNot met
List public APIs in a linkset at /.well-known/api-catalog.
- study: 11.8%OAuth discoveryNot met
Publish OpenID Connect or OAuth server metadata under /.well-known.
- study: 10.3%OAuth Protected ResourceNot met
Serve protected resource metadata at /.well-known/oauth-protected-resource.
- study: 0.0%auth.mdCould not check
Publish an auth.md describing how agents sign in.
- study: 0.2%MCP Server CardNot met
Offer an MCP server and publish its server card under /.well-known.
- study: 0.1%A2A Agent CardNot met
Publish an agent card at /.well-known/agent-card.json.
- study: 0.2%Agent SkillsNot met
Publish a skills index with the main tasks agents can do.
- study: 33.7%WebMCPCould not check
Register key actions such as search or cart as WebMCP tools.
- study: 0.1%ARD manifestNot met
Publish an ai-catalog.json listing every agent interface.
Score 0 of 100 · 30% of checks could run · checked on October 5, 2026 · www.hyatt.com · 2,047 companies scanned
0 of 14 passed. This list is for your technical team. The percentage is how many companies in the study pass each check.
These 14 checks ran during the audit and are what the AI readiness part of the overall score counts. The scan above ran later and is stricter on Link headers and Markdown, so a check can pass here and not there.
Show the 14 checksHide them
- Not metrobots.txt publishedstudy: 85.0%
- Not metXML sitemapstudy: 73.2%
- Not metHTTP Link headers (RFC 8288)study: 29.0%
- Not metMarkdown content negotiationstudy: 8.3%
- Not metllms.txt publishedstudy: 21.7%
- Not metToken budget (page weight)study: 95.2%
- Not metExplicit AI bot rulesstudy: 13.0%
- Not metAPI Catalog (.well-known/api-catalog)study: 0.2%
- Not metOAuth Authorization Server discoverystudy: 10.1%
- Not metOAuth Protected Resource discoverystudy: 9.3%
- Not metMCP Server Cardstudy: 0.0%
- Not metA2A Agent Cardstudy: 0.0%
- Not metWebMCP toolsstudy: 4.2%
- Not metAgent Skills declaredstudy: 0.0%
How many times each website was listed as a source in these answers
In the study as US-listed.
- Best luxury resort chains for family vacations in the United States
- What is the typical nightly rate range for upscale US hotels?
- Are upscale hotel rewards programs worth joining for frequent travelers?
- How do upscale business hotels compare to luxury resorts for work trips?
- What are alternatives to upscale hotel chains for luxury travel in the US?
- Resort properties vs. city-center hotels for leisure stays—what are the key differences?
- How do prices for upscale resorts differ between peak and off-peak seasons in the US?
- How to resolve issues with room cleanliness at a luxury hotel chain?
- What should I do if my reservation at an upscale hotel is not found at check-in?
- Is it worth booking an upgraded room category at an upscale hotel?
- Luxury vacation rentals vs. staying at an upscale hotel—pros and cons?
- Best resort options for a relaxing long weekend getaway in the US
- Which upscale hotel chains are known for exceptional customer service in the US?
- What are the best upscale hotels for business travelers in major US cities?
- Which upscale hotel chains offer the best amenities for remote work?
Columns, left to right: OpenAI, Claude, Perplexity, Gemini. The AI assistants often disagree. Across the study, on 40% of the questions where a company is named, only one of the four names it.
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<a href="https://aeo-audit.rezolve.com/us/hyatt.com"><img src="https://aeo-audit.rezolve.com/us/badges/hyatt.com.svg" alt="Overall score 21 of 100, US AI Visibility Study 2026" width="280" height="64"></a>