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AI Visibility Scorecard
ModuleMD
modulemd.ai · Technology
Somewhat visible. AI bots can read ModuleMD, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#884,115 of 2,832,391 in Technology for AI visibility
5.1
/10
AEO Score
About ModuleMD
from our crawl and measurement
"ModuleMD is a leading Allergy EHR software in the US, offering AI-Powered SaaS solutions for Allergy, ENT Allergy, and Infusion Centers." That is how ModuleMD introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 5.1/10, ModuleMD has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ModuleMD
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/modulemd-ai
Cite this score: Engagemii (2026). "AEO Score for ModuleMD." Retrieved from https://engagemii.com/aeo/brands/modulemd-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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