▼ 0.2 since Jul 2026
#433,908 OF 929,138 IN EDUCATION
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AI Visibility Scorecard
PrepOK: Interactive science & math you can touch
prepok.com · Education
Borderline visible. AI bots can crawl PrepOK: Interactive science & math you can touch, 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 1 times
Claude
#433,908 of 929,138 in Education for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About PrepOK: Interactive science & math you can touch
from our crawl and measurement
PrepOK describes itself simply: "Free, interactive explorables for science and math. Drag, tweak, and actually understand, with no signup required. Built for teachers, students, and the curious." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
5
Forum and community discussion.
Social Mentions
0
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 4.8/10, PrepOK: Interactive science & math you can touch is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for PrepOK: Interactive science & math you can touch
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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/prepok
Cite this score: Engagemii (2026). "AEO Score for PrepOK: Interactive science & math you can touch." Retrieved from https://engagemii.com/aeo/brands/prepok
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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