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AI Visibility Scorecard
neoeng.com · Food & Beverage
Borderline visible. AI bots can crawl Neo Engineering, Conseil en restauration, 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
#532,758 of 1,351,800 in Food & Beverage for AI visibility
4.6
/10
AEO Score
from our crawl and measurement
Neo Engineering, Conseil en restauration is a business whose own site puts it this way: "Depuis 2004, NEO Engineering est le cabinet de conseil de référence pour faciliter l’organisation et le développement des restaurants." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
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, Neo Engineering, Conseil en restauration is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Neo Engineering, Conseil en restauration
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on August 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/neoeng
Cite this score: Engagemii (2026). "AEO Score for Neo Engineering, Conseil en restauration." Retrieved from https://engagemii.com/aeo/brands/neoeng
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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