AI Visibility Scorecard
mackan.it Maciej Kankowski
mackan.pl · Technology
Somewhat visible. AI bots can read mackan.it Maciej Kankowski, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#566,903 of 2,707,520 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
12
AI Adoption
iBasic · 12/100
About mackan.it Maciej Kankowski
from our crawl and measurement
Frontend Tech Lead for hire is a Gdynia, Pomorskie business whose own site puts it this way: "Independent frontend tech lead in Gdynia, Poland. Legacy modernisation, technical direction and AI-native delivery on fixed-scope B2B contracts." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (ProfilePage, WebSite, Person), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
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 5.3/10, mackan.it Maciej Kankowski has a working base to build on - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mackan-pl
Cite this score: Engagemii (2026). "AEO Score for mackan.it Maciej Kankowski." Retrieved from https://engagemii.com/aeo/brands/mackan-pl
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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