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AI Visibility Scorecard
Marriott Bonvoy
hapunagolfcourse.com · Travel & Hospitality
Borderline visible. AI bots can crawl Marriott Bonvoy, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 3 times
Claude · Meta AI · Apple Intelligence
#220,763 of 437,624 in Travel & Hospitality for AI visibility
4.5
/10
AEO Score
About Marriott Bonvoy
from our crawl and measurement
Marriott Bonvoy, based in Kohala Coast, Hawaii, describes itself simply: "Experiences at The Westin Hapuna Beach Resort promote wellness. From mindful activities to relaxing escapes, every moment helps you sleep & eat well." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.0 out of 10.
Under the hood there is structured data on the page (Hotel, FAQPage, BreadcrumbList) and a readable heading structure and substantial page content, but the score is capped by what is missing: an llms.txt file, a sitemap.
AI crawlers have visited the site once in our tracking, so the engines are already looking. Its own schema identifies it as hotel.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.5/10, Marriott Bonvoy is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Marriott Bonvoy
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hapunagolfcourse
Cite this score: Engagemii (2026). "AEO Score for Marriott Bonvoy." Retrieved from https://engagemii.com/aeo/brands/hapunagolfcourse
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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