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AI Visibility Scorecard
Dr Astrid Batchelor
drastridbatchelor.com · Healthcare
Somewhat visible. AI bots can read Dr Astrid Batchelor, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#254,161 of 837,194 in Healthcare for AI visibility
5.2
/10
AEO Score
About Dr Astrid Batchelor
from our crawl and measurement
"Dr. Astrid Batchelor is a consultant obstetrician and gynecologist with extensive experience in women's health." That is how Dr Astrid Batchelor introduces itself. Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models, a readable heading structure. What holds it back is what is absent, including a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
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
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
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 Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 5.2/10, Dr Astrid Batchelor has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Dr Astrid Batchelor
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drastridbatchelor
Cite this score: Engagemii (2026). "AEO Score for Dr Astrid Batchelor." Retrieved from https://engagemii.com/aeo/brands/drastridbatchelor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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