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AI Visibility Scorecard
Auto Repair in New Hyde Park, NY
theengineworksny.com · Automotive
Somewhat visible. AI bots can read Auto Repair in New Hyde Park, NY, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Meta AI
#66,496 of 331,668 in Automotive for AI visibility
5.2
/10
AEO Score
About Auto Repair in New Hyde Park, NY
from our crawl and measurement
Auto Repair in New Hyde Park, NY, based in New Hyde Park, NY, describes itself simply: "The Engine Works | Expert Auto Repair Services in New Hyde Park, NY. Call Today 516-746-9812 or drop by 161 Herricks Rd." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (AutoRepair) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
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 5.2/10, Auto Repair in New Hyde Park, NY 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 in New Hyde Park, NY
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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theengineworksny
Cite this score: Engagemii (2026). "AEO Score for Auto Repair in New Hyde Park, NY." Retrieved from https://engagemii.com/aeo/brands/theengineworksny
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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