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AI Visibility Scorecard
Auto Repair & Tire Sales
northroadauto.com · Automotive
Somewhat visible. AI bots can read Auto Repair & Tire Sales, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
ChatGPT · Claude · Apple Intelligence · Meta AI
#12,161 of 331,668 in Automotive for AI visibility
6
/10
AEO Score
About Auto Repair & Tire Sales
from our crawl and measurement
Auto Repair & Tire Sales, based in Poughkeepsie, NY, describes itself simply: "Experience exceptional auto repair with a personal touch at our locally owned shop. Using advanced technology, we provide top-notch repairs and peace of mind, without sacrificing." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, AutoRepair, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6/10, Auto Repair & Tire Sales has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Auto Repair & Tire Sales
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/northroadauto
Cite this score: Engagemii (2026). "AEO Score for Auto Repair & Tire Sales." Retrieved from https://engagemii.com/aeo/brands/northroadauto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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