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AI Visibility Scorecard
Muriel Writes
murielwrites.com · Technology
Borderline visible. AI bots can crawl Muriel Writes, 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
#2,170,079 of 2,787,819 in Technology for AI visibility
3.7
/10
AEO Score
About Muriel Writes
from our crawl and measurement
"Muriel Tronc is an author, speaker and online child safety consultant focused on raising awareness about internet safety for children and teenagers." That is how Muriel Writes introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
What holds it back is structured data describing the business, an llms.txt file, a sitemap, the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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 3.7/10, Muriel Writes is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Muriel Writes
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/murielwrites
Cite this score: Engagemii (2026). "AEO Score for Muriel Writes." Retrieved from https://engagemii.com/aeo/brands/murielwrites
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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