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AI Visibility Scorecard
North Haven Auto Body
northhavenab.com · Automotive
Somewhat visible. AI bots can read North Haven Auto Body, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#48,578 of 338,647 in Automotive for AI visibility
5.4
/10
AEO Score
About North Haven Auto Body
from our crawl and measurement
"North Haven Auto Body offers full-service car repairs to those living in and around the North Haven, CT region. Contact us today to schedule maintenance on your vehicle." That is how North Haven Auto Body of North Haven, CT introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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 5.4/10, North Haven Auto Body has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for North Haven Auto Body
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/northhavenab
Cite this score: Engagemii (2026). "AEO Score for North Haven Auto Body." Retrieved from https://engagemii.com/aeo/brands/northhavenab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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