AI visibility score
4.0/ 10Fair
As of 2026-10-02 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

CFF Centrale Française de Façades

CFF Centrale Française de Façades

Unclaimed

cff-facade.com

Borderline visible. AI bots can crawl CFF Centrale Française de Façades, 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

AI Naming Predictability

i

Rarely named · <1/100

Average 15

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4

AEO Visibility

i

Borderline · 4/10

Average 4.1

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-

Network Authority

i

Not connected yet

Average 0.0

0 relationships · Average 3

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30

Muse Index Score

i

AI agent readiness

Agent-ready · 30/100

Average 16

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0

AI Adoption

i

None detected · 0/100

Average 0

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About CFF Centrale Française de Façades

from our crawl and measurement

CFF Centrale Française de Façades describes itself simply: "Rénovation et création de façades avec CFF Façades, spécialiste en ravalement et isolation à Roussillon. Experts pour tous vos projets." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.

Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Company ·
CFF Centrale Française de Façades
Website ·
cff-facade.com
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Oct 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Good

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 read your site and name it in answers. At 4/10, CFF Centrale Française de Façades is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for CFF Centrale Française de Façades: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/cff-facade

Cite this score: Engagemii (2026). "AEO Score for CFF Centrale Française de Façades." Retrieved from https://engagemii.com/aeo/brands/cff-facade

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

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