AI Visibility Scorecard
Science Simulations by Nicklaus Cairns
physicssims.com · Education
Borderline visible. AI bots can crawl Science Simulations by Nicklaus Cairns, 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.
AI engines read this profile 4 times
Meta AI · Claude
#566,904 of 937,045 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Science Simulations by Nicklaus Cairns
from our crawl and measurement
Science Simulations by Nicklaus Cairns is a business whose own site puts it this way: "161+ Free Interactive Science Simulations, Aligned to NGSS. Used by science teachers across the world. No login. No ads. No cost." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (WebPage, WebSite, ItemList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 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
Strong
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.4/10, Science Simulations by Nicklaus Cairns is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Use These Simulations?
Aligned to NGSS High School Standards Works on Chromebooks & iPads Single-click. No downloads. Built by a real science teacher
Is this your brand?
The exact fixes for Science Simulations by Nicklaus Cairns
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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/physicssims
Cite this score: Engagemii (2026). "AEO Score for Science Simulations by Nicklaus Cairns." Retrieved from https://engagemii.com/aeo/brands/physicssims
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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