AI Visibility Scorecard
The Foundation for Public Code
publiccode.net · Nonprofits
Somewhat visible. AI bots can read The Foundation for Public Code, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
ChatGPT · Claude · Apple Intelligence · Amazon Alexa
#73,339 of 827,003 in Nonprofits for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About The Foundation for Public Code
from our crawl and measurement
The Foundation for Public Code describes itself simply: "A sustainable way to create shared digital public products, through public code, an open and collaborative approach to developing digital infrastructure; and public product organizations." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 5.8/10, The Foundation for Public Code has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What are public product organizations?
We believe successful public software is created by organizations built upon six foundational pillars. The Foundation for Public Code is working to define and share best practices around each.Read more
Is this your brand?
The exact fixes for The Foundation for Public Code
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/publiccode-net
Cite this score: Engagemii (2026). "AEO Score for The Foundation for Public Code." Retrieved from https://engagemii.com/aeo/brands/publiccode-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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