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AI Visibility Scorecard

John Cleber Idiomas

John Cleber Idiomas

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johncleber.com · Education

At 2.6/10, John Cleber Idiomas is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 1 times

Claude

#799,434 of 845,614 in Education for AI visibility

2.6

/10

AEO Score

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About John Cleber Idiomas

from our crawl and measurement

John Cleber Idiomas is a business whose own site puts it this way: "Aprenda inglês com metodologia registrada na Biblioteca Nacional. 3.000+ alunos formados em 25 anos. Professores pós-graduados. Aulas presenciais e online." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Education
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

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

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

3

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

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

6

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 2.6/10, John Cleber Idiomas is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for John Cleber Idiomas

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for John Cleber Idiomas: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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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/johncleber

Cite this score: Engagemii (2026). "AEO Score for John Cleber Idiomas." Retrieved from https://engagemii.com/aeo/brands/johncleber

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

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