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AI Visibility Scorecard
CatalystMR
catalystmr.com · Healthcare
Somewhat visible. AI bots can read CatalystMR, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Meta AI
#15,760 of 782,363 in Healthcare for AI visibility
6.4
/10
AEO Score
About CatalystMR
from our crawl and measurement
CatalystMR, based in Incline Village, NV, describes itself simply: "CatalystMR is a full-service market research company specializing in online panel sample, B2B sample, healthcare and physician sample, CATI telephone interviewing, survey programming, and." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
1
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 6.4/10, CatalystMR has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CatalystMR
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catalystmr
Cite this score: Engagemii (2026). "AEO Score for CatalystMR." Retrieved from https://engagemii.com/aeo/brands/catalystmr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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