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AI Visibility Scorecard
cmdsdiagnostics.com
· Nonprofits
Borderline visible. AI bots can crawl cmdsdiagnostics.com, 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
#567,865 of 629,095 in Nonprofits for AI visibility
3.1
/10
AEO Score
About cmdsdiagnostics.com
from our crawl and measurement
CMDS Diagnostics describes itself simply: "CMDS Diagnostics is a California nonprofit strengthening accountability, transparency, and resident safety in recovery housing through independent testing, technology, education, and." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 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 3.1/10, cmdsdiagnostics.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for cmdsdiagnostics.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Most Motivated Donors Are Leaving Without Giving
Here's the moment that happens on nonprofit websites every single day.
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Source & Attribution
Scored by Engagemii on August 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmdsdiagnostics
Cite this score: Engagemii (2026). "AEO Score for cmdsdiagnostics.com." Retrieved from https://engagemii.com/aeo/brands/cmdsdiagnostics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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