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AI Visibility Scorecard
Pavel Kirkovsky - QA Lead | SDET | Automation Architect
kirkovsky.com · computer software
Somewhat visible. AI bots can read Pavel Kirkovsky - QA Lead | SDET | Automation Architect, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#547,752 of 2,808,083 in Technology for AI visibility
5.5
/10
AEO Score
About Pavel Kirkovsky - QA Lead | SDET | Automation Architect
from our crawl and measurement
"QA automation specialist specializing in Playwright, Cypress, and AI-enhanced testing workflows. Proven expertise in CI/CD integration, performance testing, and quality engineering." That is how Pavel Kirkovsky introduces itself. Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on a workable page structure, basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The business dates to 2005.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.5/10, Pavel Kirkovsky - QA Lead | SDET | Automation Architect has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Pavel Kirkovsky - QA Lead | SDET | Automation Architect
Which AI engines already crawl you
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kirkovsky
Cite this score: Engagemii (2026). "AEO Score for Pavel Kirkovsky - QA Lead | SDET | Automation Architect." Retrieved from https://engagemii.com/aeo/brands/kirkovsky
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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