AI Visibility Scorecard
Ora AI
oraai.com · Education
Somewhat visible. AI bots can read Ora AI, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · ShapBot
#133,446 of 937,492 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Ora AI
from our crawl and measurement
"Ora AI is a medical education platform for preclinical, USMLE Step, and shelf exam preparation." That is how Ora AI introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
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
Strong
Inbound links from other sites.
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 5.7/10, Ora AI has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What exams does Ora cover?
Ora covers USMLE Step 1 and Step 2, all eight NBME shelf exams, and supports school-specific in-house exam preparation. Ora also has a dedicated QBank for COMLEX I & II.
Is Ora better than UWorld? Any data?
Ora states that in a recent randomized controlled trial, Ora users improved three times more than UWorld users, and that a paper is in progress.
What is the daily study session for NBME exams? How is it built?
Ora says it builds a personalized daily study session based on your goal, exam date, and topic performance, and rebalances your schedule if you miss a day.
How does Ora safeguard the copyright, privacy, and security of uploaded school files?
Ora says uploaded materials are encrypted and access-controlled, document processing follows a zero data retention policy, and user-uploaded files are not used to train Ora AI models.
Who is the team behind Ora?
Ora says it was founded by Ryan Phelps, MD, who later partnered with Kevin Bastoul and Jacob Caccamo, and that over 100 medical students and doctors have contributed to content validation and product decisions.
Is this your brand?
The exact fixes for Ora AI
Which AI engines already crawl you
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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/oraai
Cite this score: Engagemii (2026). "AEO Score for Ora AI." Retrieved from https://engagemii.com/aeo/brands/oraai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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