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AI Visibility Scorecard

Le Chef en Box

Name: Le Chef en Box - AI Visibility Score
Creator: Engagemii
Published: 2026-08-10T08:24:33.749Z
License: https://creativecommons.org/licenses/by/4.0/

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lechefenbox.com · Food & Beverage

At 2.8/10, Le Chef en Box 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.

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Monitoring for AI engine activity

In the Engagemii AEO index

#1,242,807 of 1,417,327 in Food & Beverage for AI visibility

2.8

/10

AEO Score

About Le Chef en Box

from our crawl and measurement

Le Chef en Box describes itself simply: "Surprenez et régalez vos proches en développant votre savoir faire patissier. Découvrez tous les mois une recette de pâtisserie exclusive expliquée pas à pas par nos Chefs avec des." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

Industry · Food & Beverage

Last scored · Aug 10, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

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

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Trust

Little domain authority yet.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

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 2.8/10, Le Chef en Box is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Le Chef en Box: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Le Chef en Box." Retrieved from https://engagemii.com/aeo/brands/lechefenbox

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