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AI Visibility Scorecard
Programming Design Systems
www.programmingdesignsystems.com · Nonprofits
Borderline visible. AI bots can crawl Programming Design Systems, 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
#461,771 of 627,191 in Nonprofits for AI visibility
4
/10
AEO Score
About Programming Design Systems
from our crawl and measurement
Programming Design Systems describes itself simply: "Programming Design Systems is a free digital book that teaches a practical introduction to the new foundations of graphic design." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
7
Forum and community discussion.
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 4/10, Programming Design Systems is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Programming Design Systems
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-programmingdesignsystems
Cite this score: Engagemii (2026). "AEO Score for Programming Design Systems." Retrieved from https://engagemii.com/aeo/brands/www-programmingdesignsystems
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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