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AI Visibility Scorecard
ChoiceUI: Governance for design systems that live as code
choiceui.com · Technology
Borderline visible. AI bots can crawl ChoiceUI: Governance for design systems that live as code, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,181,277 of 2,641,221 in Technology for AI visibility
3.3
/10
AEO Score
About ChoiceUI: Governance for design systems that live as code
from our crawl and measurement
ChoiceUI: Governance for design systems that live as code is a business whose own site puts it this way: "Keep your codebase, every human and every AI agent, inside your design system. One manifest in your repo is the enforced source of truth. Here is how to set it up." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.
Our crawl found substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, 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
7
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
1
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 3.3/10, ChoiceUI: Governance for design systems that live as code is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ChoiceUI: Governance for design systems that live as code
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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/choiceui
Cite this score: Engagemii (2026). "AEO Score for ChoiceUI: Governance for design systems that live as code." Retrieved from https://engagemii.com/aeo/brands/choiceui
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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