#1,145 OF 822,097 IN NONPROFITS
⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
Codetribute
codetribute.mozilla.org · Nonprofits
Well-positioned for AI search. The breakdown below shows where Codetribute is still leaving points on the table.
AI engines read this profile 1 times
Claude
#1,145 of 822,097 in Nonprofits for AI visibility
7
AEO Visibility
iVisible · 7.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Codetribute
from our crawl and measurement
"Tool to help contributors find interesting good first bugs and issues to work on." That is how Codetribute introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 0.9 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 7.1/10, Codetribute has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Codetribute
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Codetribute.
Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codetribute-mozilla-org
Cite this score: Engagemii (2026). "AEO Score for Codetribute." Retrieved from https://engagemii.com/aeo/brands/codetribute-mozilla-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform