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AI Visibility Scorecard
Fractional Head of Design · Enterprise usability · Making complex systems usable
janbinczyk.com · Professional Services
At 2.9/10, Fractional Head of Design · Enterprise usability · Making complex systems usable is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#425,902 of 480,319 in Professional Services for AI visibility
2.9
/10
AEO Score
About Fractional Head of Design · Enterprise usability · Making complex systems usable
from our crawl and measurement
Fractional Head of Design · Enterprise usability · Making complex systems usable is a business whose own site puts it this way: "I design B2B and enterprise tools that save time and money. Senior product design support for complex platforms, internal tools and operational systems." When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
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 2.9/10, Fractional Head of Design · Enterprise usability · Making complex systems usable is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Fractional Head of Design · Enterprise usability · Making complex systems usable
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/janbinczyk
Cite this score: Engagemii (2026). "AEO Score for Fractional Head of Design · Enterprise usability · Making complex systems usable." Retrieved from https://engagemii.com/aeo/brands/janbinczyk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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