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AI Visibility Scorecard
Compass Book Ratings
compassbookratings.com · Real Estate
Somewhat visible. AI bots can read Compass Book Ratings, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#11,732 of 660,061 in Real Estate for AI visibility
6
AEO Visibility
iVisible · 6/10
20
Muse Index Score
iAI agent readiness
Agent-ready · 20/100
0
AI Adoption
iNone detected · 0/100
About Compass Book Ratings
from our crawl and measurement
Compass Book Ratings is one of the businesses we track in the Real Estate space. Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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
3
Social discussion and mentions.
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 6/10, Compass Book Ratings has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Compass Book Ratings
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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 August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/compassbookratings
Cite this score: Engagemii (2026). "AEO Score for Compass Book Ratings." Retrieved from https://engagemii.com/aeo/brands/compassbookratings
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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