AI Visibility Scorecard
Codetributors
codetributors.com · Technology
Borderline visible. AI bots can crawl Codetributors, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#1,544,573 of 2,707,329 in Technology for AI visibility
49
AI Naming Predictability
iSometimes named · 49/100
5
AEO Visibility
iBorderline · 4.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Codetributors
from our crawl and measurement
CodeTributors is one of the businesses we track in the Technology space. When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 4.5/10, Codetributors is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Is Low-Code viable for developers?
Low-code platforms are often praised for their ease of use and understandability by business users however some developers may not be too excited by this prospect.
What are APIs? The basics?
APIs are everywhere. It is one of those terms that no one can go without knowing. If you’ve ever used a website or an app, you’ve probably interacted with an API without realising it. API stands for Application Programming Interface, and it’s a way for different applications to communicate.
API vs Webhook – What’s the difference?
In this post we look at the difference between APIs and Webhooks. We will also take a deeper look into APIs. Spoiler alert: a webhook is just a reverse API. Read more API Software Concepts Webhook 2022-04-26 by Eduard Hoffman 0 Coding
ETL, what? Why?
What will I read: In this post we will look at the absolute basics of ETL. We will look at a small example and the practical uses of it. Read more Data Data Loading ETL
Is this your brand?
The exact fixes for Codetributors
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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 Codetributors.
Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codetributors
Cite this score: Engagemii (2026). "AEO Score for Codetributors." Retrieved from https://engagemii.com/aeo/brands/codetributors
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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