AI Visibility Scorecard
Merlano Defense
merlanodefense.com · Technology
Borderline visible. AI bots can crawl Merlano Defense, 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
#2,265,832 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Merlano Defense
from our crawl and measurement
"Penetration testing manual para fintechs y empresas reguladas. Reportes mapeados a ISO 27001, SOC 2, PCI DSS y 15+ frameworks." That is how Merlano Defense introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
The site gets some of it right: it has structured data on the page (ProfessionalService), a sitemap, a readable heading structure. What holds it back is what is absent, including 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
Fair
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.
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 3.5/10, Merlano Defense is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
¿Necesitas compliance integral, no solo el pentest?
Merlano Compliance te acompaña desde el gap analysis hasta la certificación ISO 27001, SOC 2 o ISO 9001 — con un pentest de Merlano Defense incluido en cada proyecto. Conoce Merlano Compliance Empieza ahora
Is this your brand?
The exact fixes for Merlano Defense
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Merlano Defense.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/merlanodefense
Cite this score: Engagemii (2026). "AEO Score for Merlano Defense." Retrieved from https://engagemii.com/aeo/brands/merlanodefense
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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