AI Visibility Scorecard
Dev Factory
devfactory.fr · E-commerce
Borderline visible. AI bots can crawl Dev Factory, 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
#343,647 of 738,283 in E-commerce for AI visibility
39
AI Naming Predictability
iSometimes named · 39/100
5
AEO Visibility
iBorderline · 4.6/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
0
AI Adoption
iNone detected · 0/100
About Dev Factory
from our crawl and measurement
Dev Factory is a Montpellier, Hérault business whose own site puts it this way: "Développeur freelance Montpellier: sites vitrines, e-commerce, apps mobiles, SEO local. Projets sur mesure, rapides, sans sous-traitance." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (LocalBusiness, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.6/10, Dev Factory is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Vous reconnaissez-vous ?
Pas de leads ?Votre site ne génère aucun contact qualifiéSite trop lent ?Vos visiteurs partent avant que la page chargeInvisible sur Google ?Vos concurrents vous devancent dans les résultatsQuel site pour votre business ?5 questions rapides pour une recommandation personnaliséeDécouvrez quelle solution web correspond le mieux à votre activité et vos objectifs.Commencer le quiz
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Is this your brand?
The exact fixes for Dev Factory
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Dev Factory.
Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devfactory-fr
Cite this score: Engagemii (2026). "AEO Score for Dev Factory." Retrieved from https://engagemii.com/aeo/brands/devfactory-fr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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