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AI visibility score
3.49/ 10Near-invisible

▲ 0.09 since Nov 2026

Top 10% in Technology

As of 2026-11-09 · Engagemii IndexCheck another site →Live terminal →

AI Visibility Scorecard

Colour Coding

Colour Coding

Unclaimed

colourcoding.net · Technology

At 3.49/10, Colour Coding is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, News & Press and Social Mentions. That is fixable, and the signals below show where to start.

AI engines read this profile 8 times

Claude · Apple Intelligence · Meta AI · ChatGPT

Top 10% in Technology for AI visibility

62

AI Naming Predictability

i

Rarely named · 62/100

Technology average 28

Top 9% of Technology

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3.49

AEO Visibility

i

Near-invisible · 3.49/10

Technology average 2.7

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.

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5

Muse Index Score

i

AI agent readiness

Basic · 5/100

Technology average 17

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4

AI Adoption

i

Basic · 4/100

Technology average 2

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About Colour Coding

from our crawl and measurement

Colour Coding works in Technology. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.49 out of 10.

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 read this profile 8 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.

Company ·
Colour Coding
Industry ·
Technology
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Nov 9, 2026

The 6 on-page 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

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

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.

The 6 off-page signals AI reads

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

-

Not yet measured.

News & Press

Weak

No press coverage found yet.

Community

Fair

Forum and community discussion.

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 read your site and name it in answers. At 3.49/10, Colour Coding is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Frequently Asked Questions

What’s next?

So, honestly, I have no idea what’s next. I plan to merge down the rest of the existing PRs. Then, I plan to triage the open issue list. There’s an obvious argument to be made for making fetch the default implementation, and maybe changing the API to be more fetch-like.

What if I don’t want to use LLM code?

There are many good arguments for not wanting to rely on LLM code, and especially code that isn’t fully understood by a human. These arguments are valid. I admire and understand those taking a stand against AI slop. For the record, this blog post is entirely human-produced. However, the situation with cljs-ajax is, quite simply, absolutely nothing is likely to happen at all without it.

What Have We Seen and Unseen?

Hopefully I’ve made the point that this is a nuanced question. As Steve mentions, Tony Hoare regards introducing pervasive null references as a billion dollar mistake and I’m not going to argue with him. But the fact remains that it’s a mistake we live with, unless you’re a Rust programmer (and don’t use unsafe code).

Picked for Colour Coding: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/colourcoding-net

Cite this score: Engagemii (2026). "AEO Score for Colour Coding." Retrieved from https://engagemii.com/aeo/brands/colourcoding-net

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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