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AI Visibility Scorecard
Books by Cynthia Cheng Mintz
ccmauthor.com · Education
Borderline visible. AI bots can crawl Books by Cynthia Cheng Mintz, 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 2 times
Claude · Apple Intelligence
#758,690 of 877,081 in Education for AI visibility
3.3
/10
AEO Score
About Books by Cynthia Cheng Mintz
from our crawl and measurement
Books by Cynthia Cheng Mintz describes itself simply: "Available now: FriesenPress Bookstore Indigo (Paperback and Hardcover) Barnes & Noble Twins Tory and Andy are back, and this time, they have to present to their kindergarten class what." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.
On the page it is passable on a workable page structure, a partly stated business identity and basic crawler access. What holds it back is sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it and the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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
1
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
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 3.3/10, Books by Cynthia Cheng Mintz is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Books by Cynthia Cheng Mintz
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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ccmauthor
Cite this score: Engagemii (2026). "AEO Score for Books by Cynthia Cheng Mintz." Retrieved from https://engagemii.com/aeo/brands/ccmauthor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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