AI Visibility Scorecard
Rafał Pastuszak
untested.sonnet.io · Technology
Somewhat visible. AI bots can read Rafał Pastuszak, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Claude · Apple Intelligence · Meta AI
#464,602 of 2,707,521 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
4
AI Adoption
iBasic · 4/100
About Rafał Pastuszak
from our crawl and measurement
"Projects, experiments and toys by Rafał Pastuszak." That is how Rafał Pastuszak introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (WebSite). What holds it back is what is absent, including an llms.txt file, a sitemap, a heading structure that lays out what it offers.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Strong
Forum and community discussion.
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 5.4/10, Rafał Pastuszak has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Rafał Pastuszak
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/untested-sonnet-io
Cite this score: Engagemii (2026). "AEO Score for Rafał Pastuszak." Retrieved from https://engagemii.com/aeo/brands/untested-sonnet-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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