AI Visibility Scorecard
usedengineexpert.com · Automotive
Somewhat visible. AI bots can read Used Engine Expert LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Amazon Alexa · Claude
#39,954 of 365,655 in Automotive for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Used and remanufactured engines and transmissions, VIN-matched and tested, shipped free to all 50 states with warranty included." That is how Used Engines & Transmissions of Lexington, KY introduces itself. Its AI visibility score is 5.6 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 (AutoPartsStore, WebSite, Organization), an llms.txt file for AI models and a sitemap.
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.6/10, Used Engine Expert LLC has a working base to build on - 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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Used Engine Expert LLC lists 1,000+ products, 1,000 in stock, priced 542.00 to 16,456.00.
The full list of every product we captured is in the product feed (JSON).
Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/usedengineexpert
Cite this score: Engagemii (2026). "AEO Score for Used Engine Expert LLC." Retrieved from https://engagemii.com/aeo/brands/usedengineexpert
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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