AI Visibility Scorecard
Auction Direct USA: Your Trusted Source for Quality Used Cars in Raleigh, NC.
auctiondirectusa.com · Automotive
Somewhat visible. AI bots can read Auction Direct USA: Your Trusted Source for Quality Used Cars in Raleigh, NC., but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 19 times
Perplexity · Claude · ChatGPT · Apple Intelligence
#744 of 365,619 in Automotive for AI visibility
87
AI Naming Predictability
iAI names companies like this often · 87/100
Automotive average 5
Top 1% of Automotive
See what's behind this score →5
-
Network Authority
iNot connected yet
Automotive average 0.0
0 relationships · Automotive average 5
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Automotive average 16
See what's behind this score →0
About Auction Direct USA: Your Trusted Source for Quality Used Cars in Raleigh, NC.
from our crawl and measurement
Auction Direct USA: Your Trusted Source for Quality Used Cars in Raleigh, NC. is a Raleigh, NC business whose own site puts it this way: "Discover the Auction Direct USA difference: Experience a transparent and hassle-free used car buying experience." Its AI visibility score is 5.4 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 (AutoDealer, AutomotiveBusiness, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
- Company ·
- Auction Direct USA: Your Trusted Source for Quality Used Cars in Raleigh, NC.
- Website ·
- auctiondirectusa.com
- Industry ·
- Automotive
- Location ·
- Victor, New York
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 6, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Good
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
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Fair
Press and news coverage.
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 5.4/10, Auction Direct USA: Your Trusted Source for Quality Used Cars in Raleigh, NC. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Auction Direct USA: Your Trusted Source for Quality Used Cars in Raleigh, NC.
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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 August 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/auctiondirectusa
Cite this score: Engagemii (2026). "AEO Score for Auction Direct USA: Your Trusted Source for Quality Used Cars in Raleigh, NC.." Retrieved from https://engagemii.com/aeo/brands/auctiondirectusa
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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