AI Visibility Scorecard
Luke's Towing & Auto Repairs Inc
lukestowing.com · Automotive
Borderline visible. AI bots can crawl Luke's Towing & Auto Repairs Inc, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude · ShapBot
#223,828 of 365,672 in Automotive for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
3
AI Adoption
iBasic · 3/100
About Luke's Towing & Auto Repairs Inc
from our crawl and measurement
Luke's Towing & Auto Repairs Inc. describes itself simply: "Our fast and affordable roadside assistance includes flat tire changes, car door lockout service, dead battery jump starts, gas delivery." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.6/10, Luke's Towing & Auto Repairs Inc is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Luke's Towing & Auto Repairs Inc
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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 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lukestowing
Cite this score: Engagemii (2026). "AEO Score for Luke's Towing & Auto Repairs Inc." Retrieved from https://engagemii.com/aeo/brands/lukestowing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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