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AI Visibility Scorecard
crackoat.com · Education
Borderline visible. AI bots can crawl Crack the OAT, 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 3 times
Apple Intelligence · Claude
#370,402 of 876,918 in Education for AI visibility
5
/10
AEO Score
from our crawl and measurement
Crack the OAT describes itself simply: "Ace the Optometry Admission Test (OAT) and get into top optometry schools. 10 Full-Length OAT practice tests, 100+ hours of video courses, 50,000+ flashcards, study guides, review courses." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.
Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5/10, Crack the OAT is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Crack the OAT
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/crackoat
Cite this score: Engagemii (2026). "AEO Score for Crack the OAT." Retrieved from https://engagemii.com/aeo/brands/crackoat
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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