AI Visibility Scorecard
Luminar Works
luminarworks.com · Technology
Borderline visible. AI bots can crawl Luminar Works, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,606,598 of 2,704,220 in Technology for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
Technology average 28
Top 49% of Technology
See what's behind this score →3.7
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Technology average 17
See what's behind this score →0
About Luminar Works
from our crawl and measurement
Route Optimization & Fleet Operations Platform is a business whose own site puts it this way: "Route planning and fleet operations platform for growing businesses managing 5, 50 resources. Build your whole fleet plan in minutes, live in 15 minutes." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found structured data on the page (WebSite, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
- Company ·
- Luminar Works
- Website ·
- luminarworks.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 2, 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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 3.7/10, Luminar Works is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What does planning done well, looks like?
Mornings, given back.Smart Planning builds the whole fleet's plan in minutes. You spend the morning running the operation, not building it.Loads, that fit.Size Up knows each vehicle's real capacity — weight, volume, units. Loaded to the limit, not past it.Promises, that hold.Time windows, priorities, and customer expectations — respected upstream. The plan you publish is the day you have.See how planning works
Is this your brand?
The exact fixes for Luminar Works
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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 October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/luminarworks
Cite this score: Engagemii (2026). "AEO Score for Luminar Works." Retrieved from https://engagemii.com/aeo/brands/luminarworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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