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AI Visibility Scorecard
Montana Primary Care Association
mtpca.org · hospital & health care
Somewhat visible. AI bots can read Montana Primary Care Association, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Meta AI
#73,141 of 724,796 in Healthcare for AI visibility
5.9
/10
AEO Score
About Montana Primary Care Association
from our crawl and measurement
"Promoting integrated primary healthcare to achieve health and well-being for Montana’s most vulnerable populations." That is how Montana Primary Care Association introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and a clearly stated business identity. It is passable on a few credibility markers, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
9
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
5
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
10
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 5.9/10, Montana Primary Care Association has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Montana Primary Care Association
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/mtpca-org
Cite this score: Engagemii (2026). "AEO Score for Montana Primary Care Association." Retrieved from https://engagemii.com/aeo/brands/mtpca-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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