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AI visibility score
2.56/ 10Near-invisible

▲ 0.06 since Nov 2026

As of 2026-11-09 · Engagemii IndexCheck another site →Live terminal →

AI Visibility Scorecard

Citefab

Citefab

Unclaimed
⚠ Identity mismatch

cite-fab.com

At 2.56/10, Citefab is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.

AI engines read this profile 2 times

Claude · Parallel

<1

AI Naming Predictability

i

Rarely named · <1/100

Average 15

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2.56

AEO Visibility

i

Near-invisible · 2.56/10

Average 1.4

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.

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40

Muse Index Score

i

AI agent readiness

Agent-ready · 40/100

Average 16

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0

AI Adoption

i

None detected · 0/100

Average 0

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About Citefab

from our crawl and measurement

"CitéFab est un espace de coworking dédié aux professionnels du bâtiment, de l’architecture et de l’immobilier." That is how Citefab introduces itself. When AI engines look at it, they find little to work with. It scores 2.56 out of 10.

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

AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic) and ShapBot (Parallel).

Company ·
Citefab
Website ·
cite-fab.com
Location ·
Marseille 02
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Nov 9, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Fair

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

Strong

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

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

-

Not yet measured.

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 2.56/10, Citefab is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Frequently Asked Questions

Qui nous sommes ?

CitéFab est le premier espace de Coworking dédié au professionnel du bâtiment, de l’architecture et de l’immobilier, de l’innovation urbaine. Son architecture et son environnement unique. Son point fort , sa

Pourquoi choisir CitéFab ?

Ici, on ne coworke pas, on construit, on connecte, on accélère.Un lieu où les idées fusent, où les projets s’allument, où le réseau, les expertises et les collaborations deviennent des moteurs.Cité Fab : l’énergie urbaine, concentrée en un seul endroit. Cité Fab, c’est le QG des pros qui font bouger la ville.

Picked for Citefab: 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 November 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/cite-fab

Cite this score: Engagemii (2026). "AEO Score for Citefab." Retrieved from https://engagemii.com/aeo/brands/cite-fab

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

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