AI Visibility Scorecard
cedaralabs.com · Other
Borderline visible. AI bots can crawl cedaralabs, 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.
AI engines read this profile 1 times
Claude
<1
AI Naming Predictability
iRarely named · <1/100
Average 15
Top 91% of Other
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →20
0
from our crawl and measurement
"🎬 Mira este vídeo de 3 minutos A partir de los 40 produces menos colágeno." That is how cedaralabs introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Fair
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 read your site and name it in answers. At 3.5/10, cedaralabs is crawlable but under-signaled - fixable, and the signals above are where to start.
¿Qué es Colágeno +?
Una fórmula de colágeno líquido muy completa Un chupito de 25 ml cada mañana. Sabor a frutos rojos. Aporta 12.000 mg de colágeno hidrolizado (tipos I, II y III) junto a vitamina C, vitamina D y selenio, en una sola toma diaria. Formato líquido, fácil de tomar. Sin pastillas que tragar, sin polvos que disolver. 10 segundos y listo. 💪 12.000 mg 🍊 Con vitamina C 🚫 Sin azúcar 🇪🇺 Fabricado en la UE Por qué elegirlo
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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cedaralabs lists 1 product, 1 in stock, priced 36.95.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cedaralabs
Cite this score: Engagemii (2026). "AEO Score for cedaralabs." Retrieved from https://engagemii.com/aeo/brands/cedaralabs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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