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AI Visibility Scorecard
Compy Fabrication Ltd.
compyfab.com · E-commerce
Borderline visible. AI bots can crawl Compy Fabrication Ltd., 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
#228,328 of 530,530 in E-commerce for AI visibility
4.7
/10
AEO Score
About Compy Fabrication Ltd.
from our crawl and measurement
Compy Fabrication Ltd. describes itself simply: "Reproduction fuel evaporative separators for 40-Series Toyota Land Cruisers - FJ40, FJ45, BJ40, BJ42. Pressure-tested, JIS hardware included. Made in Longmont, Colorado." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
7
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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 4.7/10, Compy Fabrication Ltd. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Compy Fabrication Ltd.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/compyfab
Cite this score: Engagemii (2026). "AEO Score for Compy Fabrication Ltd.." Retrieved from https://engagemii.com/aeo/brands/compyfab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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