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AI Visibility Scorecard
Cereg
cereg.com · Food & Beverage
Somewhat visible. AI bots can read Cereg, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#184,194 of 1,350,394 in Food & Beverage for AI visibility
5.4
/10
AEO Score
About Cereg
from our crawl and measurement
cereg.com is a business whose own site puts it this way: "📋 … 28/05/2026 Voir sur LinkedIn 📢 Cereg 𝗿𝗲𝗻𝗼𝘂𝘃𝗲𝗹𝗹𝗲 𝘀𝗮 𝗰𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗜𝗦𝗢 𝟵𝟬𝟬𝟭 𝗽𝗼𝘂𝗿 𝟮𝟬𝟮𝟲 !." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.4/10, Cereg has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cereg
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Cereg.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cereg
Cite this score: Engagemii (2026). "AEO Score for Cereg." Retrieved from https://engagemii.com/aeo/brands/cereg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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