AI Visibility Scorecard
UTV Parts & UTV Accessories
sidebysidestuff.com · E-commerce
Borderline visible. AI engines can read UTV Parts & UTV Accessories, but E-E-A-T Signals, Domain Trust and News Mentions are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 20 times
ChatGPT · Claude · Parallel · Perplexity
Top 5% in E-commerce for AI visibility
74
AI Naming Predictability
iNamed occasionally · 74/100
E-commerce average 18
Top 3% of E-commerce
See what's behind this score →4.30
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
E-commerce average 27
See what's behind this score →0
About UTV Parts & UTV Accessories
from our crawl and measurement
UTV Parts & UTV Accessories, based in Drexel, MO, describes itself simply: "Take your riding to the next level with high-quality parts and accessories from Side By Side Stuff. Find what you need to upgrade your machine." Its AI visibility score is 4.30 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite, WebPage, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile 20 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and ShapBot (Parallel).
- Company ·
- UTV Parts & UTV Accessories
- Website ·
- sidebysidestuff.com
- Industry ·
- E-commerce
- Location ·
- Drexel, MO
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
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
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 4.30/10, UTV Parts & UTV Accessories is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sidebysidestuff
Cite this score: Engagemii (2026). "AEO Score for UTV Parts & UTV Accessories." Retrieved from https://engagemii.com/aeo/brands/sidebysidestuff
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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