AI Visibility Scorecard
s2js.com · Education
Somewhat visible. AI bots can read S2JS, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Apple Intelligence · Meta AI
#113,290 of 937,492 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"An educational tool that teaches Javascript coding to kids who have programmed in Scratch." That is how S2JS introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure. It is passable on a few credibility markers, basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity and structured data describing the business.
Away from its own site, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion 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 5.8/10, S2JS has a working base to build on - fixable, and the signals above are where to start.
What if you don't already know Scratch?
Scratch is awesome. It's certainly possible to use S2JS is you haven't done coding in Scratch as long as you've used other ('proper') programming tools that involve "loops" and "if-then-else" and "variables". If you've never heard of these things, then head on over to Scratch and start learning how to code. When Scratch is starting to feel a little tight around the armpits, come back here.
What age groups is S2JS appropriate for ?
It's not so much about age, but about how much Scratching you've done. You need to be very comfortable making sprites move around and using variables. You should be a master of repeat and if-then-else blocks, and it would be great (but not essential) if you know about cloning and "make a block".
Does it matter if I skip around the tutorial sections ?
Pretty much does. The sections are constructed with a careful flow - the coding introduced in one section will be used in the next section as a basis to introduce another new thing. If you skip around, you may find yourself feeling a bit lost. Even if you've done some Javascript before, we'd recommend you follow the lesson flow.
How many programs / images can we store ?
As many until it gets unwieldy for you - which is possibly a dozen or so.
Can we use S2JS in our coding class or club ?
Yes, please do. In fact, that seems to be where S2JS works best. Many providers use a Flipped Classroom approach, where kids work through the S2JS tutorials, and the teacher roams the room providing custom one-on-one assistance as required.
Is this your brand?
The exact fixes for S2JS
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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/s2js
Cite this score: Engagemii (2026). "AEO Score for S2JS." Retrieved from https://engagemii.com/aeo/brands/s2js
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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