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AI Visibility Scorecard
Contrast Book
contrastbook.com · Healthcare
Somewhat visible. AI bots can read Contrast Book, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Apple Intelligence · Claude
#284,712 of 839,071 in Healthcare for AI visibility
5.1
/10
AEO Score
About Contrast Book
from contrastbook.com
Using heat, cold, and breath to think better, recover faster, and live longer. Book One of the Contrast Series by Ryan Today and Miles Lukas. Free reader's edition for CryoCon 2026 attendees.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
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 5.1/10, Contrast Book has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Contrast Book
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Contrast Book.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/contrastbook
Cite this score: Engagemii (2026). "AEO Score for Contrast Book." Retrieved from https://engagemii.com/aeo/brands/contrastbook
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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