#787,529 OF 907,483 IN HEALTHCARE
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AI Visibility Scorecard
Constance Boyer: Expert Office & Lipedema Trainer
constanceboyer.com · Healthcare
Borderline visible. AI bots can crawl Constance Boyer: Expert Office & Lipedema Trainer, 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
#787,529 of 907,483 in Healthcare for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
3
AI Adoption
iBasic · 3/100
About Constance Boyer: Expert Office & Lipedema Trainer
from our crawl and measurement
Constance Boyer: Expert Office & Lipedema Trainer is a business whose own site puts it this way: "Constance Boyer offers Microsoft 365 and AI training for office professionals, plus lipedema advocacy education to empower self-advocates and raise awareness." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
3
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.
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 3.4/10, Constance Boyer: Expert Office & Lipedema Trainer is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Constance Boyer: Expert Office & Lipedema Trainer
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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 September 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/constanceboyer
Cite this score: Engagemii (2026). "AEO Score for Constance Boyer: Expert Office & Lipedema Trainer." Retrieved from https://engagemii.com/aeo/brands/constanceboyer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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