AI Visibility Scorecard
Cata de León — Marketing Consulting
catadeleon.com · Professional Services
Borderline visible. AI bots can crawl Cata de León — Marketing Consulting, 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
ChatGPT
#374,910 of 526,400 in Professional Services for AI visibility
4
AEO Visibility
iBorderline · 4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
?
AI Adoption
iNone detected · -/100
About Cata de León — Marketing Consulting
from our crawl and measurement
Cata de León is a Barcelona business whose own site puts it this way: "Senior marketing consultant with a decade of experience in brand strategy, performance marketing, go-to-market and AI-powered marketing." 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 (Person, ProfessionalService), 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, Cata de León — Marketing Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
So, should webuild something?
Tell me what you're working on. I'll come back within 24 to 48 hours with honest thoughts. A launch, a repositioning, a market that isn't working. That's where this tends to start.
Is this your brand?
The exact fixes for Cata de León — Marketing Consulting
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catadeleon
Cite this score: Engagemii (2026). "AEO Score for Cata de León — Marketing Consulting." Retrieved from https://engagemii.com/aeo/brands/catadeleon
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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