AI Visibility Scorecard
Dr. Bookworm
docbookworm.com · Media & Entertainment
Borderline visible. AI bots can crawl Dr. Bookworm, 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
ChatGPT · Claude · Meta AI · Apple Intelligence
#1,021,856 of 1,966,627 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Dr. Bookworm
from our crawl and measurement
Dr. Bookworm describes itself simply: "Dr. Bookworm gonzo book reviews These are my riffs on books: old and new, fiction and non- fiction. Enjoy and let me know what you think! Cathy Luh." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) 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
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 4.5/10, Dr. Bookworm is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
I Am Cis. You Are Trans. So What?
He was a slight young man with dirty-blond hair that hung to his shoulders. He wore the drab olive army coat that was favored by all young people, veterans and War protesters, male and female. I asked, “Why are you here today?” It was the late 1970s. I was on a Psychiatry rotation at the…
Is this your brand?
The exact fixes for Dr. Bookworm
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Dr. Bookworm.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/docbookworm
Cite this score: Engagemii (2026). "AEO Score for Dr. Bookworm." Retrieved from https://engagemii.com/aeo/brands/docbookworm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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