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AI Visibility Scorecard
annavaughtwrites.com · Media & Entertainment
Borderline visible. AI bots can crawl Anna Vaught Writes - Dr Anna Vaught: teacher, mentor, author, campaigner, 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
#1,293,822 of 1,910,735 in Media & Entertainment for AI visibility
4.1
/10
AEO Score
from our crawl and measurement
"Find her here! https://linktr.ee/bookwormvaught Dr Anna Vaught is an English teacher, mentor and author of ten books, across genre and form, including novels Saving Lucia and The Zebra and." That is how Anna Vaught Writes introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
The site gets some of it right: it has a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
2
Established authority for your domain.
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.
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 4.1/10, Anna Vaught Writes - Dr Anna Vaught: teacher, mentor, author, campaigner is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Anna Vaught Writes - Dr Anna Vaught: teacher, mentor, author, campaigner
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/annavaughtwrites
Cite this score: Engagemii (2026). "AEO Score for Anna Vaught Writes - Dr Anna Vaught: teacher, mentor, author, campaigner." Retrieved from https://engagemii.com/aeo/brands/annavaughtwrites
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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