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AI Visibility Scorecard

Estel

Estel

Unclaimed

estelstudy.com · Education

Borderline visible. AI bots can crawl Estel, 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

#747,411 of 912,134 in Education for AI visibility

3.6

/10

AEO Score

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About Estel

from our crawl and measurement

Estel is a business whose own site puts it this way: "Estel AI helps international students find universities, discover scholarships, track applications, and complete their study abroad journey. Start free." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.

Industry · Education
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

0

No inbound links found yet.

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 3.6/10, Estel is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Estel

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Estel: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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