AI Visibility Scorecard
Gearforge
gearforge.fr · Professional Services
Borderline visible. AI bots can crawl Gearforge, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#179,933 of 526,871 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 5/10
25
Muse Index Score
iAI agent readiness
Agent-ready · 25/100
0
AI Adoption
iNone detected · 0/100
About Gearforge
from our crawl and measurement
Bureau d'études Mécatronique & Robotique describes itself simply: "Besoin d'un prototype ? Gearforge, bureau d'études mécatronique à Bordeaux, fusionne mécanique et électronique pour vos projets r % obotique." Its AI visibility score is 5.0 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 (Article, BlogPosting, WebPage), an llms.txt file for AI models and a sitemap.
The 6 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.
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 5/10, Gearforge is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Pourquoi confier votre conception de prototype robotique en Gironde à Gearforge ?
Gearforge est le bureau d’études de référence pour la conception de prototypes robotiques en Gironde. Depuis 2023, nous accompagnons startups, PME et grands groupes dans la concrétisation de leurs projets mécatroniques les plus ambitieux — de la faisabilité jusqu’au prototype fonctionnel prêt pour la série.
Is this your brand?
The exact fixes for Gearforge
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Gearforge.
Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gearforge-fr
Cite this score: Engagemii (2026). "AEO Score for Gearforge." Retrieved from https://engagemii.com/aeo/brands/gearforge-fr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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