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AI Visibility Scorecard
STEM Insight - Accelerated growth of your STEM company through market research
stem-insight.com · Professional Services
Borderline visible. AI bots can crawl STEM Insight - Accelerated growth of your STEM company through market research, 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
#250,053 of 320,103 in Professional Services for AI visibility
3.4
/10
AEO Score
About STEM Insight - Accelerated growth of your STEM company through market research
from our crawl and measurement
STEM Insight is a business whose own site puts it this way: "STEM Insight is a collaborative coalition created by Arc Capital and Catapult X, two of the most globally respected names in STEM EdTech strategy, to bring you world-class market research." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
6
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.4/10, STEM Insight - Accelerated growth of your STEM company through market research is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for STEM Insight - Accelerated growth of your STEM company through market research
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stem-insight
Cite this score: Engagemii (2026). "AEO Score for STEM Insight - Accelerated growth of your STEM company through market research." Retrieved from https://engagemii.com/aeo/brands/stem-insight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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