AI Visibility Scorecard
contractfactory.fr · Food & Beverage
Borderline visible. AI engines can read Contract Factory, but E-E-A-T Signals, Backlinks and Domain Authority are weak, so it is 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
iRarely named · <1/100
Food & Beverage average 12
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Food & Beverage average 18
See what's behind this score →0
from our crawl and measurement
Contract Factory describes itself simply: "Votre expert en mobilier pour les restaurants et hôtels conçoit, fournit et agence des solutions pour l'intérieur de vos établissements." Its AI visibility score is 4.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Contract Factory is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
Pourquoi choisir Contract Factory pour votre mobilier de restaurant et hôtel ?
Choisir le bon partenaire pour l’aménagement de votre établissement est crucial. Chez Contract Factory, nous nous engageons à vous offrir une expertise inégalée et un service complet, vous permettant de vous concentrer sur votre cœur de métier. Une Expertise Reconnue en Aménagement CHR Depuis plus de deux décennies, Contract Factory se distingue par son savoir-faire dans l’ameublement de restaurant et d’hôtel.
Décoration de restaurant : comment le design d’intérieur peut augmenter votre ticket moyen ?
Deux restaurants proposant une cuisine de qualité comparable n’obtiennent pas toujours les mêmes résultats. La différence se joue souvent dès… Voir l'article Posté le 10/09/2026
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The exact fixes for Contract Factory
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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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Scored by Engagemii on November 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/contractfactory-fr
Cite this score: Engagemii (2026). "AEO Score for Contract Factory." Retrieved from https://engagemii.com/aeo/brands/contractfactory-fr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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