AI Visibility Scorecard
Community Over Code
communityovercode.org · Nonprofits
Somewhat visible. AI bots can read Community Over Code, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Meta AI
#73,338 of 826,874 in Nonprofits for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Community Over Code
from our crawl and measurement
Community Over Code is a business whose own site puts it this way: "Community Over Code is the official conference of the Apache Software Foundation (ASF), bringing together the communities behind Apache open source projects." Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Good
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
Fair
Established authority for your domain.
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 5.8/10, Community Over Code has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Which Apache projects are featured?
Community Over Code includes tracks dedicated to individual Apache projects such as distributed systems, data platforms, web infrastructure, and cloud-native technologies. Sessions are led by project contributors and operators sharing implementation and operational experience.
Is this your brand?
The exact fixes for Community Over Code
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Community Over Code.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/communityovercode-org
Cite this score: Engagemii (2026). "AEO Score for Community Over Code." Retrieved from https://engagemii.com/aeo/brands/communityovercode-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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