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AI Visibility Scorecard
UX Patterns for Developers
uxpatterns.dev · Technology
Somewhat visible. AI bots can read UX Patterns for Developers, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI
#71,126 of 2,655,034 in Technology for AI visibility
6.6
/10
AEO Score
About UX Patterns for Developers
from our crawl and measurement
"Master UX patterns with clear guides. Learn when to use modals vs forms, implement accessible designs, and make better UI decisions." That is how UX Patterns for Developers introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places, missing in others.
On the page, the fundamentals are in place: structured data on the page (WebSite, Organization), an llms.txt file for AI models, a sitemap.
AI crawlers have visited the site 4 times in our tracking, so the engines are already looking.
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
6
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 Authority
4
Established authority for your domain.
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 6.6/10, UX Patterns for Developers has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for UX Patterns for Developers
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/uxpatterns-dev
Cite this score: Engagemii (2026). "AEO Score for UX Patterns for Developers." Retrieved from https://engagemii.com/aeo/brands/uxpatterns-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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