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AI Visibility Scorecard

Roussel

Roussel

Unclaimed

grouproussel.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl Roussel, 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

#124,261 of 228,657 in Manufacturing & Industrial for AI visibility

4.5

/10

AEO Score

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About Roussel

from our crawl and measurement

"Groep Roussel. Manufacturing for builders. Groep Roussel holds interests in manufacturing businesses operating in niche markets in the building industry." That is how Manufacturing For Builders introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.

Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.

Industry · Manufacturing & Industrial
Last scored · Aug 7, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

6

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 4.5/10, Roussel is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Roussel

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Roussel: 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 7, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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