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AI Visibility Scorecard

MedLeague

MedLeague

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usemedleague.com · Healthcare

Borderline visible. AI bots can crawl MedLeague, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#499,577 of 844,325 in Healthcare for AI visibility

4.4

/10

AEO Score

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About MedLeague

from our crawl and measurement

"MCAT prep with 99th percentile instructors. Research, leadership, and clinical experience mentored by PhDs and MDs." That is how MedLeague of Okemos, MI introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.

Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.

Industry · Healthcare
Last scored · Aug 29, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

7

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

8

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

0

No press coverage found yet.

Community

0

No community discussion yet.

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 4.4/10, MedLeague is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for MedLeague

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for MedLeague: How-To

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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Free signup unlocks the full article plus your personalized AEO fix list for MedLeague.

Source & Attribution

Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/usemedleague

Cite this score: Engagemii (2026). "AEO Score for MedLeague." Retrieved from https://engagemii.com/aeo/brands/usemedleague

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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