#926,446 OF 2,698,083 IN TECHNOLOGY
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AI Visibility Scorecard
Oleg Sotnikov — Fractional CTO Practice
designed-4-work.com · 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#926,446 of 2,698,083 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
60
Muse Index Score
iAI agent readiness
Agent-ready · 60/100
17
AI Adoption
iBasic · 17/100
About Oleg Sotnikov — Fractional CTO Practice
from our crawl and measurement
"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)." That is how Replace technical roles with AI introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.9/10, Oleg Sotnikov — Fractional CTO Practice is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What work will AI take over?
Development, design, QA and DevOps come first. I also automate assistant, administrative and support work. I implement AI and help you reduce staffing costs.Replace technical roles with AIAI engineering adoptionDevelopers, designers, QA and DevOps engineers.
Which roles can AI take over?
Tell me who builds and runs your product. On a free call, we’ll discuss which functions AI can take over and how to reduce your team.Let’s talk about your projectIn 30 minutes, we’ll choose your first task for AI. The call is free.oleg.isI’m Oleg.
Is this your brand?
The exact fixes for Oleg Sotnikov — Fractional CTO Practice
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 19, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/designed-4-work
Cite this score: Engagemii (2026). "AEO Score for Oleg Sotnikov — Fractional CTO Practice." Retrieved from https://engagemii.com/aeo/brands/designed-4-work
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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