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AI Visibility Scorecard

MCATion

MCATion

Unclaimed

mcation.com · Education

Borderline visible. AI bots can crawl MCATion, 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

#648,313 of 916,717 in Education for AI visibility

4.1

/10

AEO Score

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About MCATion

from our crawl and measurement

MCATion is a business whose own site puts it this way: "MCAT CARS analytics and expert tutoring from 98th-100th percentile scorers." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.

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

Industry · Education
Last scored · Aug 8, 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

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

5

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 Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 4.1/10, MCATion is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for MCATion

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for MCATion: 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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Source & Attribution

Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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