AI Visibility Scorecard
COALS
coal.codes · Technology
Borderline visible. AI bots can crawl COALS, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,602,408 of 2,705,352 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
12
AI Adoption
iBasic · 12/100
About COALS
from our crawl and measurement
"Enterprise software marketplace. AI-powered motion capture, coding assistant, SMS gateway, and file conversion APIs." That is how COALS introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (Organization, SiteNavigationElement) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
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.
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 4.4/10, COALS is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why "Coals"?
Coals are compressed potential energy - raw materials that, under the right conditions, transform into diamonds. That's what we do with software: take rough ideas and forge them into polished, enterprise-ready products. Every service in our suite started as a simple concept. Through years of refinement, real-world testing, and continuous improvement, they've become the reliable tools that power modern applications.
Is this your brand?
The exact fixes for COALS
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 COALS.
Source & Attribution
Scored by Engagemii on September 14, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coal-codes
Cite this score: Engagemii (2026). "AEO Score for COALS." Retrieved from https://engagemii.com/aeo/brands/coal-codes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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