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AI Visibility Scorecard
Bethan Thomas-Williams -
bethanthomaswilliams.com · Food & Beverage
Borderline visible. AI bots can crawl Bethan Thomas-Williams -, 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
#1,075,700 of 1,707,619 in Food & Beverage for AI visibility
3.9
/10
AEO Score
About Bethan Thomas-Williams -
from our crawl and measurement
Bethan Thomas-Williams - describes itself simply: "Surgery is never easy. This post will help you prepare for your child’s surgery as well as share what we do too. It doesn’t matter how many surgeries your child has...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Under the hood there is structured data on the page (BreadcrumbList, CollectionPage, Organization) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
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
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 3.9/10, Bethan Thomas-Williams - is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bethan Thomas-Williams -
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Bethan Thomas-Williams -.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bethanthomaswilliams
Cite this score: Engagemii (2026). "AEO Score for Bethan Thomas-Williams -." Retrieved from https://engagemii.com/aeo/brands/bethanthomaswilliams
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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