AI Visibility Scorecard
STFM: Home for Academic Family Medicine Professionals
stfm.org · Education
Somewhat visible. AI bots can read STFM: Home for Academic Family Medicine Professionals, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Claude · Perplexity · ChatGPT · Meta AI
#6,415 of 937,652 in Education for AI visibility
69
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
2
AI Adoption
iBasic · 2/100
About STFM: Home for Academic Family Medicine Professionals
from our crawl and measurement
STFM: Home for Academic Family Medicine Professionals is a Leawood, KS business whose own site puts it this way: "Explore the resources, online courses, scholarship opportunities, conference updates, and latest news from STFM, the home of academic family medicine." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 5.4/10, STFM: Home for Academic Family Medicine Professionals has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for STFM: Home for Academic Family Medicine Professionals
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stfm-org
Cite this score: Engagemii (2026). "AEO Score for STFM: Home for Academic Family Medicine Professionals." Retrieved from https://engagemii.com/aeo/brands/stfm-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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