AI Visibility Scorecard
STEMpump
stempump.org · Education
At 2.92/10, STEMpump is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Meta AI · Parallel
Top 50% in Education for AI visibility
24
AI Naming Predictability
iRarely named · 24/100
Education average 14
Top 17% of Education
See what's behind this score →2.92
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About STEMpump
from our crawl and measurement
"A nonprofit dedicated to creating a global learning platform for contribution, collaboration, and expression." That is how STEMpump introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.92 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have read this profile 5 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
- Company ·
- STEMpump
- Website ·
- stempump.org
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page 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
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.92/10, STEMpump is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why should learning be hard?
STEAM education is all the rage. On STEMpump, learn whatever you want, however you want. Just like that. We can help if you have to study for the test in the morning, or if you want to build an app in an hour.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for STEMpump.
Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stempump-org
Cite this score: Engagemii (2026). "AEO Score for STEMpump." Retrieved from https://engagemii.com/aeo/brands/stempump-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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