AI Visibility Scorecard
Froadn Fabrication & UTV Customs
froadncustoms.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Froadn Fabrication & UTV Customs, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#50,740 of 267,381 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Froadn Fabrication & UTV Customs
from our crawl and measurement
"Custom Fabrication - Service - Suspension - Tuning - Cages - Bumpers - Windshields - Enclosures - Wheels - Tires - Light Whips - Roof Racks - Harnesses - Seats - www.froadnfabrication.com." That is how UTV of Caldwell, ID introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models 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
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 5.4/10, Froadn Fabrication & UTV Customs has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Froadn Fabrication & UTV Customs
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/froadncustoms
Cite this score: Engagemii (2026). "AEO Score for Froadn Fabrication & UTV Customs." Retrieved from https://engagemii.com/aeo/brands/froadncustoms
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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