AI Visibility Scorecard
Contrast Book
contrastbook.com · Healthcare
Borderline visible. AI bots can crawl Contrast Book, 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 7 times
Claude · Meta AI · Apple Intelligence · ShapBot
#236,096 of 924,420 in Healthcare for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
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
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4/10, Contrast Book is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are you ending on the wrong phase for your goal?
If you end on cold and feel wired instead of recovered, that's not a toughness problem. It's a sequencing problem. The warm phase is the work. End where you want to stay. Four goals. Four sequences. One framework.
Is this your brand?
The exact fixes for Contrast Book
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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.
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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