AI Visibility Scorecard
Luxworks
luxworkstx.com · Automotive
Borderline visible. AI bots can crawl Luxworks, 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 1 times
Claude
#268,549 of 365,623 in Automotive for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Automotive average 5
Top 59% of Automotive
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Automotive average 16
See what's behind this score →0
About Luxworks
from our crawl and measurement
Luxworks, based in New Braunfels, TX, describes itself simply: "Luxworks can protect your vehicle with expert ceramic coatings and in-shop detailing services. Long-lasting shine and protection, done right in our professional garage right here in New." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
- Company ·
- Luxworks
- Website ·
- luxworkstx.com
- Industry ·
- Automotive
- Location ·
- New Braunfels, TX
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 16, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 3.5/10, Luxworks is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Luxworks
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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 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/luxworkstx
Cite this score: Engagemii (2026). "AEO Score for Luxworks." Retrieved from https://engagemii.com/aeo/brands/luxworkstx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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