AI Visibility Scorecard
Code Commons
codecommons.net · Technology
Somewhat visible. AI bots can read Code Commons, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · Meta AI · Apple Intelligence · ChatGPT
#464,255 of 2,705,025 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Code Commons
from our crawl and measurement
Code Commons is a business whose own site puts it this way: "Home News Code Commons is currently on hiatus Please reach out to the organizers if you’d be interested and able to help get it started back up again!." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
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).
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 5.4/10, Code Commons has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Is Code Commons for me?
Probably! Code Commons welcomes you whether you’re learning programming for the first time, or you have worked with code for decades. Whether or not people would stereotype you as a student, a hacker, or a software engineer. Whether or not you’re part of the university. Maybe your work is mostly research with incidental programming. Maybe you’re in a less-technical role like project management.
Can you help with my programming project?
Maybe! Code Commons isn’t exactly a tutoring or consulting service. We can’t promise that someone will be ready to help when you show up. But if you’re stuck on a problem, someone might be able to help, or point you in the right direction. We also know a lot of
How will Code Commons evolve?
Code Commons might grow into a more permanent space where people can gather on any day at any time. It could also grow to an
What are some other local groups? How is Code Commons different from them?
Code Commons is not a maker space per se, but it is hosted at one, and you could say Code Commons is the software-oriented aspect of a maker space. Research Bazaar is focused on data science. Some people who work with code are data scientists, but many
Is this your brand?
The exact fixes for Code Commons
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Code Commons.
Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codecommons-net
Cite this score: Engagemii (2026). "AEO Score for Code Commons." Retrieved from https://engagemii.com/aeo/brands/codecommons-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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