AI Visibility Scorecard
Software Developer · Startup Founder · Coach
12ninjas.com · Technology
Borderline visible. AI bots can crawl Software Developer · Startup Founder · Coach, 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
#860,025 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Software Developer · Startup Founder · Coach
from our crawl and measurement
Software Developer · Startup Founder · Coach is a Rosario, Santa Fe business whose own site puts it this way: "Software developer since 2002. He has built more than 300 systems across more than 50 industries and ran his own companies." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Person, Organization, ProfessionalService), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
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
Strong
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
Strong
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 4.2/10, Software Developer · Startup Founder · Coach is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Does any of this sound familiar?
There aren't enough hours. The business works, and that is exactly why everything goes through you: quotes, decisions, the client who wants to talk "to the owner". Growing, today, would mean working even more. It's all held together with duct tape. Excel, text messages, email and a few people's memory.
Who is on the other side?
My name is Mauro Zadunaisky: I have been programming since 2002, I built more than 300 systems across all kinds of industries and I ran my own companies. If something you ask me for doesn't make sense, I will tell you.
Is this your brand?
The exact fixes for Software Developer · Startup Founder · Coach
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 Software Developer · Startup Founder · Coach.
Source & Attribution
Scored by Engagemii on October 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/12ninjas
Cite this score: Engagemii (2026). "AEO Score for Software Developer · Startup Founder · Coach." Retrieved from https://engagemii.com/aeo/brands/12ninjas
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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