#135,181 OF 365,114 IN AUTOMOTIVE
⚡ This is your brand? Claim your page FREE and bring it to life on AI search.
AI Visibility Scorecard
MobiLED
mobiled.nu · Automotive
Borderline visible. AI bots can crawl MobiLED, 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 · Meta AI
#135,181 of 365,114 in Automotive for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About MobiLED
from our crawl and measurement
MobiLED LED lighting, based in Eindhoven, NB, describes itself simply: "Extensive range and competitive prices. Own import for professional and private end users. MobiLED your partner in vehicle LED lighting for car, truck, motor, quad, tractor." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
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.
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 4.8/10, MobiLED is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Stay informed?
Subscribe to our newsletter!and receive monthly info on vehicle LED lighting, (installation) tips and customer stories. We will also keep you up to date on new products and offers. Enough to look forward to every month.Email address *Subscribe* Read legal restrictions hereCompare 0Add another product (max. 5)Start comparison
Is this your brand?
The exact fixes for MobiLED
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MobiLED.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mobiled-nu
Cite this score: Engagemii (2026). "AEO Score for MobiLED." Retrieved from https://engagemii.com/aeo/brands/mobiled-nu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform