AI Visibility Scorecard
Cobblestone Publishing Presents: You Did What? Saying 'No' To Conventional Cancer Treatment
cobblestone-publishing.com · Healthcare
Borderline visible. AI bots can crawl Cobblestone Publishing Presents: You Did What? Saying 'No' To Conventional Cancer Treatment, 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 5 times
Claude · Meta AI · Apple Intelligence
#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 Cobblestone Publishing Presents: You Did What? Saying 'No' To Conventional Cancer Treatment
from our crawl and measurement
"Available Everywhere From the back cover: This is a story about a young woman with a very common but deadly illness who did a very uncommon thing when faced with that disease." That is how Cobblestone Publishing Presents: You Did What? Saying 'No' To Conventional Cancer Treatment introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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, Cobblestone Publishing Presents: You Did What? Saying 'No' To Conventional Cancer Treatment is crawlable but under-signaled - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cobblestone-publishing
Cite this score: Engagemii (2026). "AEO Score for Cobblestone Publishing Presents: You Did What? Saying 'No' To Conventional Cancer Treatment." Retrieved from https://engagemii.com/aeo/brands/cobblestone-publishing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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