AI Visibility Scorecard
utsparts.com · E-commerce
Borderline visible. AI bots can crawl Universal Truck Parts Shop, 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 · Meta AI
#57,246 of 738,564 in E-commerce for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 7% of E-commerce companies
4
AEO Visibility
iBorderline · 4/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Semi Truck Parts, Semi Trailer Parts, Heavy Duty Alternators, Starters, Locking Fuel Caps, Tri-cord assemblies, Seat Covers, Mud Flap Hangers, Turn Signal Switches, Filters, Wheel Seals." That is how utsparts.com of Roseville, Minnesota introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (Organization, Website, Store), an llms.txt file for AI models and a sitemap.
By its own structured data it is a retail business.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
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.
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 4/10, Universal Truck Parts Shop is crawlable but under-signaled - fixable, and the signals above are where to start.
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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.
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Universal Truck Parts Shop lists 272 products, 263 in stock, priced 12.95 to 5,495.00.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/utsparts
Cite this score: Engagemii (2026). "AEO Score for Universal Truck Parts Shop." Retrieved from https://engagemii.com/aeo/brands/utsparts
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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