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AI Visibility Scorecard

Fédération Commerce

Fédération Commerce

Unclaimed

federationcommerce-psm.bzh · Membership Organizations

Somewhat visible. AI bots can read Fédération Commerce, but it is missing the structured signals that push citation rate above competitors.

Monitoring for AI engine activity

In the Engagemii AEO index

#849 of 13,768 in Membership Organizations for AI visibility

5.8

/10

AEO Score

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About Fédération Commerce

from our crawl and measurement

Fédération Commerce is a Saint-Malo, BRE business whose own site puts it this way: "Découvrez la Fédération du Commerce de Saint-Malo: soutien aux commerçants, artisans, entreprises & association du territoire grâce à des services et événements." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places, missing in others.

Our crawl found crawler access and the files AI engines look for, a clear heading structure, a clearly stated business identity. It also found the gaps that keep answer engines guessing: credibility markers like credentials or reviews.

Off the page the picture is mixed: other sites link to it, but AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.

Industry · Membership Organizations
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

9

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

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

8

Inbound links from other sites.

Domain Trust

1

Established authority for your domain.

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 5.8/10, Fédération Commerce has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Fédération Commerce

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Fédération Commerce: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/federationcommerce-psm-bzh

Cite this score: Engagemii (2026). "AEO Score for Fédération Commerce." Retrieved from https://engagemii.com/aeo/brands/federationcommerce-psm-bzh

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

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