AI Visibility Scorecard
macolobox.com · Food & Beverage
Borderline visible. AI bots can crawl Colobox, 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
#502,928 of 1,393,990 in Food & Beverage for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Repas sans résidus pour la préparation de coloscopie." That is how Colobox introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (WebSite, FAQPage, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
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
Strong
Sitemaps and entity links AI can follow.
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.
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 4.7/10, Colobox is crawlable but under-signaled - fixable, and the signals above are where to start.
Vous préparez un examen du côlon ?
Nous vous aidons à le préparer en toute sérénité. Toujours dans le cadre du parcours de soin défini par votre médecin.Que puis-je manger ?Le régime sans résidus n'est pas toujours évident à comprendre.
Besoin d'unrégime sans résidus ?
Laissez-nous vous préparer des repas savoureux, livrés directement chez vous.Commander ma ColoboxApprouvés par les médecinsLivraison rapideRepas élaborés avec des chefsLivraisonOfferte à partir de 100€Conservation longueÀ température ambiantePaiement sécuriséPar carte bancaireSupport clientÀ votre écouteDes repas sans résidus gourmands, certifiés par des professionnels de santé pour vous accompagner.
Is this your brand?
The exact fixes for Colobox
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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 October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/macolobox
Cite this score: Engagemii (2026). "AEO Score for Colobox." Retrieved from https://engagemii.com/aeo/brands/macolobox
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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