AI Visibility Scorecard
ModuleMD
modulemd.com · Technology
At 3.70/10, ModuleMD is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Domain Authority and Reference Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 13 times
Meta AI · Claude · Parallel · ChatGPT
Top 10% in Technology for AI visibility
67
AI Naming Predictability
iNamed occasionally · 67/100
Technology average 28
Top 6% of Technology
See what's behind this score →3.70
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →48
Muse Index Score
iAI agent readiness
Agent-ready · 48/100
Technology average 17
See what's behind this score →8
About ModuleMD
from our crawl and measurement
"ModuleMD provides EHR, EMR, billing and RCM software for Allergy, ENT Allergy and Infusion Centers, with WISE Touch™ for streamlined practice workflows." That is how ModuleMD introduces itself. When AI engines look at it, they find little to work with. It scores 3.70 out of 10.
Our crawl found structured data on the page (Product, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 13 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and ShapBot (Parallel).
- Company ·
- ModuleMD
- Website ·
- modulemd.com
- Industry ·
- Technology
- Location ·
- Grand Blanc, MI
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 3.70/10, ModuleMD is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How many clicks does it take to see a patient?
Pick a workflow you perform every day. Count every click. Every screen. Every search. Every step. Now imagine doing it differently.
Is this your brand?
The exact fixes for ModuleMD
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/modulemd
Cite this score: Engagemii (2026). "AEO Score for ModuleMD." Retrieved from https://engagemii.com/aeo/brands/modulemd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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