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AI Visibility Scorecard

Modelage Mangeant

Modelage Mangeant

Unclaimed

modelage-mangeant.com · Other

At 2/10, Modelage Mangeant 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.

Monitoring for AI engine activity

In the Engagemii AEO index

2

/10

AEO Score

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About Modelage Mangeant

from our crawl and measurement

Un atelier familial, based in Mountain View, CA, describes itself simply: "AccueilL'atelierNos servicesContact AccueilL'atelierNos servicesContact Un atelier familial Mangeant Modelage Mécanique est une entreprise crée en 1978 par Alain Mangeant à Monnaie (37)." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.8 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.

Industry · Other
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

3

Clear headings and answer-style content.

Entity Clarity

4

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

5

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

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 2/10, Modelage Mangeant is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Modelage Mangeant

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Modelage Mangeant: 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/modelage-mangeant

Cite this score: Engagemii (2026). "AEO Score for Modelage Mangeant." Retrieved from https://engagemii.com/aeo/brands/modelage-mangeant

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

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