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AI Visibility Scorecard
Code for the Community
codeforthecommunity.org · computer software
Somewhat visible. AI bots can read Code for the Community, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#788,161 of 2,811,265 in Technology for AI visibility
5.2
/10
AEO Score
About Code for the Community
from our crawl and measurement
Code for the Community describes itself simply: "Code for the Community is a nonprofit that connects engineering talent with nonprofits facing real technical challenges." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, other sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The business dates to 2023.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 5.2/10, Code for the Community has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Code for the Community
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/codeforthecommunity-org
Cite this score: Engagemii (2026). "AEO Score for Code for the Community." Retrieved from https://engagemii.com/aeo/brands/codeforthecommunity-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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