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.
AI engines read this profile 1 times
Claude
#821,223 of 925,183 in Healthcare for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
-
Network Authority
iNot connected yet
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 3.5 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Constance Boyer: Expert Office & Lipedema Trainer
- Website ·
- constanceboyer.com
- Industry ·
- Healthcare
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- AEO score ·
- 3.5/10
- AI visibility ·
- Near-invisible
- AI naming ·
- <1/100
- Network Authority ·
- Not connected yet
- AI reads ·
- 1
- Last scored ·
- Oct 2, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 3.5/10, 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
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Source & Attribution
Scored by Engagemii on October 2, 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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