AI Visibility Scorecard
tinystems.com · Other
At 1.6/10, TinySTEMs is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Content Structure, E-E-A-T Signals and AI Discoverability. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
20
AI Naming Predictability
iRarely named · 20/100
Average 15
Top 58% of Other
See what's behind this score →1.6
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →30
0
from our crawl and measurement
"A digital ecosystem that transforms the fundamental laws of science into a playground of discovery with immersive STEM kits for early learners." That is how TinySTEMs introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 1.6 out of 10.
On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on some structured data and a partly stated business identity. What holds it back is a heading structure that lays out what it offers, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Off the page, almost no other sites link to it, the domain does not yet read as established, 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 read this profile 3 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 23 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.6/10, TinySTEMs is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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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.
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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tinystems
Cite this score: Engagemii (2026). "AEO Score for TinySTEMs." Retrieved from https://engagemii.com/aeo/brands/tinystems
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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