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AI Visibility Scorecard
comma CMMS
commacmms.com · Technology
Somewhat visible. AI bots can read comma CMMS, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#556,334 of 2,836,849 in Technology for AI visibility
5.5
/10
AEO Score
About comma CMMS
from our crawl and measurement
comma CMMS describes itself simply: "comma CMMS is an app for teams that organizes, schedules and logs the who, the how, the why and the when of equipment maintenance. Since 2013." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
The site 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
7
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
8
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 5.5/10, comma CMMS has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for comma CMMS
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/commacmms
Cite this score: Engagemii (2026). "AEO Score for comma CMMS." Retrieved from https://engagemii.com/aeo/brands/commacmms
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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