AI VISIBILITY SCOREAS OF 2026-08-01 · ENGAGEMII INDEX
4.2/ 10

#1,686,680 OF 2,702,905 IN TECHNOLOGY

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Apprends le vibe-coding, suis le lapin blanc

Apprends le vibe-coding, suis le lapin blanc

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vibe-coding.tech · Technology

Borderline visible. AI bots can crawl Apprends le vibe-coding, suis le lapin blanc, 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 1 times

Claude

#1,686,680 of 2,702,905 in Technology for AI visibility

4

AEO Visibility

i

Borderline · 4.2/10

25

Muse Index Score

i

AI agent readiness

Basic · 25/100

4

AI Adoption

i

Basic · 4/100

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About Apprends le vibe-coding, suis le lapin blanc

from our crawl and measurement

vibe-coding.tech describes itself simply: "Plonge dans le rabbit hole du développement assisté par IA. Vidéos, livre et outils pour maîtriser l'art du prompt-to-code." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

On the page itself the strengths are clear: a clear heading structure. It is passable on some structured data, a partly stated business identity, basic crawler access and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.

Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

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.

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 4.2/10, Apprends le vibe-coding, suis le lapin blanc is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Apprends le vibe-coding, suis le lapin blanc: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/vibe-coding-tech

Cite this score: Engagemii (2026). "AEO Score for Apprends le vibe-coding, suis le lapin blanc." Retrieved from https://engagemii.com/aeo/brands/vibe-coding-tech

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

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