AI Visibility Scorecard
Oleg Sotnikov — Fractional CTO Practice
gssoc.tech · Technology
Borderline visible. AI bots can crawl Oleg Sotnikov — Fractional CTO Practice, 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
#1,544,013 of 2,705,713 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
17
AI Adoption
iBasic · 17/100
About Oleg Sotnikov — Fractional CTO Practice
from our crawl and measurement
Oleg Sotnikov Fractional CTO Practice describes itself simply: "Fractional CTO who replaces 10-developer teams with 1, 2 AI-augmented engineers that ship 3× faster, cutting payroll by 60, 80%. Proven at AppMaster (25 people to 2)." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found structured data on the page (Person, WebSite, ProfessionalService) and a readable heading structure. It is missing an llms.txt file 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
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
Weak
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 4.5/10, Oleg Sotnikov — Fractional CTO Practice is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How Much Is Your Team Overspending?
Drag the sliders and see what the lean AI-augmented model would save you.Engineers on your team5Average fully-loaded salary$160,000Your payroll now$800,000per yearLean model$280,000per yearYou save$520,000−65% · per yearGet the Team & AI AuditBook a free callAt least $50,000/year in identified savings — payroll, cloud, and LLM bills — or the audit is free.Lean model = 1 senior engineer at your average salary + me as.
Is this your brand?
The exact fixes for Oleg Sotnikov — Fractional CTO Practice
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Oleg Sotnikov — Fractional CTO Practice.
Source & Attribution
Scored by Engagemii on September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gssoc-tech
Cite this score: Engagemii (2026). "AEO Score for Oleg Sotnikov — Fractional CTO Practice." Retrieved from https://engagemii.com/aeo/brands/gssoc-tech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform