AI Visibility Scorecard
doclera.com · Education
Borderline visible. AI bots can crawl MedExam Prep, 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 7 times
Claude · Meta AI · Perplexity · Amazon Alexa
#711,246 of 937,745 in Education for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
Education average 14
Top 51% of Education
See what's behind this score →4
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Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Education average 13
See what's behind this score →0
from our crawl and measurement
MedExam Prep works in Healthcare, based in New York, NY. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
On the page itself the strengths are clear: a clear heading structure and a clearly stated business identity. It is passable on partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look 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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.6/10, MedExam Prep is crawlable but under-signaled - fixable, and the signals above are where to start.
Which exams are covered?
We cover major medical exams including USMLE, PLAB, FMGE, and local medical licensing exams.
Can I upgrade my plan later?
Yes, you can upgrade your plan anytime from your account dashboard.
Do you provide clinical skills guidance?
Yes, we provide detailed guides, checklists, and real-case examples for clinical rotations and OSCEs.
Can I pause my subscription?
Yes, subscriptions can be paused or canceled at any time from your account settings.
Are updates included in my plan?
All plans include regular updates to the question bank and video content to match the latest exam requirements.
Is this your brand?
The exact fixes for MedExam Prep
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/doclera
Cite this score: Engagemii (2026). "AEO Score for MedExam Prep." Retrieved from https://engagemii.com/aeo/brands/doclera
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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