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AI Visibility Scorecard
stemdentity.com · Education
Borderline visible. AI bots can crawl STEMdentity, 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
#460,990 of 905,465 in Education for AI visibility
4.8
/10
AEO Score
from our crawl and measurement
STEMdentity describes itself simply: "What happens when you went into STEM to change the world and you find that you’re instead just trying to not drown in emails and meetings? Welcome to STEMdentity with your host...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Under the hood there is structured data on the page (Organization, WebSite, PodcastSeries) and an llms.txt file for AI models and a sitemap, but the score is capped by what is missing: a heading structure that lays out what it offers.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
3
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.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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.
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 4.8/10, STEMdentity is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for STEMdentity
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stemdentity
Cite this score: Engagemii (2026). "AEO Score for STEMdentity." Retrieved from https://engagemii.com/aeo/brands/stemdentity
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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