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AI Visibility Scorecard
Sara Thomson — Historical Fiction Author and Creative Mentor
sarathomson.com · Healthcare
Borderline visible. AI bots can crawl Sara Thomson — Historical Fiction Author and Creative Mentor, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#330,837 of 781,387 in Healthcare for AI visibility
5
/10
AEO Score
About Sara Thomson — Historical Fiction Author and Creative Mentor
from our crawl and measurement
"Sara Thomson is a creative mentor and coach, and historical fiction author. Discover WWII mystery books, creative block support, and practical resources for writers and creatives." That is how Sara Thomson Historical Fiction Author and Creative Mentor introduces itself. When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5/10, Sara Thomson — Historical Fiction Author and Creative Mentor is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sara Thomson — Historical Fiction Author and Creative Mentor
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sarathomson
Cite this score: Engagemii (2026). "AEO Score for Sara Thomson — Historical Fiction Author and Creative Mentor." Retrieved from https://engagemii.com/aeo/brands/sarathomson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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