AI Visibility Scorecard
NegoDesk
negodesk.com · Technology
Borderline visible. AI bots can crawl NegoDesk, 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
#1,864,032 of 2,705,581 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4/10
65
Muse Index Score
iAI agent readiness
Transactable · 65/100
?
AI Adoption
iNone detected · -/100
About NegoDesk
from our crawl and measurement
Logiciel marchand auto marge avant achat is a business whose own site puts it this way: "Logiciel marchand automobile pour indépendants: gestion stock automobile, marges en temps réel, livre de police, trésorerie et pilotage, alternative à Excel pour l'achat revente." 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 (SoftwareApplication, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, NegoDesk is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Vous reconnaissez ces soirées ?
Ce n'est pas un problème d'organisation. C'est le prix d'outils qui n'ont pas été pensés pour le négoce automobile.Au moment de l'achatFormules recopiées à la main sur chaque dossier. Vous signez au feeling faute de chiffres fiables en 30 secondes.Après l'achatDeux frais de carrosserie oubliés dans l'Excel.
Is this your brand?
The exact fixes for NegoDesk
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 NegoDesk.
Source & Attribution
Scored by Engagemii on August 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/negodesk
Cite this score: Engagemii (2026). "AEO Score for NegoDesk." Retrieved from https://engagemii.com/aeo/brands/negodesk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform