AI visibility score
1.6/ 10Weak
As of 2026-11-08 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

TinySTEMs

TinySTEMs

Unclaimed

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

i

Rarely named · 20/100

Average 15

Top 58% of Other

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1.6

AEO Visibility

i

Near-invisible · 1.6/10

Average 4.1

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.

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30

Muse Index Score

i

AI agent readiness

Basic · 30/100

Average 16

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0

AI Adoption

i

None detected · 0/100

Average 0

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About TinySTEMs

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.

Company ·
TinySTEMs
Website ·
tinystems.com
Industry ·
Other
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 2026).)
Last scored ·
Nov 8, 2026

The 6 on-page signals AI reads

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.

The 6 off-page signals AI reads

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.

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 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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Picked for TinySTEMs: AEO & AI Search

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.

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Source & Attribution

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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