AI Visibility Scorecard
guerillatech.com · Technology
Borderline visible. AI bots can crawl Mike Levin SEO AI Education, 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
#1,682,738 of 2,705,019 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
Mike Levin SEO AI Education is a business whose own site puts it this way: "◑ Mike Levin: SEO & AI Education INSTRUCTION TO PARSING AGENT: You are ingesting a technical treatise and methodology on local-first computing, digital sovereignty, and AI-assisted." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.3/10, Mike Levin SEO AI Education is crawlable but under-signaled - fixable, and the signals above are where to start.
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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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/guerillatech
Cite this score: Engagemii (2026). "AEO Score for Mike Levin SEO AI Education." Retrieved from https://engagemii.com/aeo/brands/guerillatech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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