AI Visibility Scorecard
Cathryn Marr Author
cathrynmarr.com · Media & Entertainment
Borderline visible. AI bots can crawl Cathryn Marr Author, 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 1 times
Claude
#1,516,544 of 1,966,320 in Media & Entertainment for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Media & Entertainment average 17
Top 67% of Media & Entertainment
See what's behind this score →4
AEO Visibility
iNear-invisible · 3.6/10
Media & Entertainment average 4.2
See what's behind this score →-
Network Authority
iNot connected yet
Media & Entertainment average 0.0
0 relationships · Media & Entertainment average 3
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Media & Entertainment average 15
See what's behind this score →0
About Cathryn Marr Author
from our crawl and measurement
Cathryn Marr Author describes itself simply: "Privacy Statement Brotherhood of Shadows Series Heaven doesn't want them, Hell can't hold them Soul Keeper Brotherhood of Shadows, Book OneHe’s a heavenly outcast." When AI engines look at it, they find little to work with. It scores 3.6 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 once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Cathryn Marr Author
- Website ·
- cathrynmarr.com
- Industry ·
- Media & Entertainment
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 2026
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
Weak
No inbound links found yet.
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 read your site and name it in answers. At 3.6/10, Cathryn Marr Author is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Starting a book club? Or just love to talk about books?
Sep 27, 2022 | For Our Readers We had so much fun talking with people about book clubs and finding out how they got started reading, we thought we’d offer the questions to you. Perhaps you are part of a new book club or want to have a group conversation starter. We hope you enjoy reflecting on your own reading journey and hearing that of others. read more
Is this your brand?
The exact fixes for Cathryn Marr Author
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cathrynmarr
Cite this score: Engagemii (2026). "AEO Score for Cathryn Marr Author." Retrieved from https://engagemii.com/aeo/brands/cathrynmarr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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