AI Visibility Scorecard
LED Products - Refresh LED
mobileledwall.com · Nonprofits
Borderline visible. AI bots can crawl LED Products - Refresh LED, 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
#364,385 of 826,527 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About LED Products - Refresh LED
from our crawl and measurement
LED Products describes itself simply: "Experience unmatched brightness, crystal-clear sharpness, effortless control, and the expert support our LED panels and products. Request a Quote today." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing 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
Strong
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.7/10, LED Products - Refresh LED is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Refresh LED?
Experience unmatched brightness, crystal-clear sharpness, effortless control, and the expert support you can trust for years to come.Our customers consistently praise the exceptional performance and ease of use of our LED panels. Every system is professionally installed, backed by a full warranty, and supported by our dedicated team.
Is this your brand?
The exact fixes for LED Products - Refresh LED
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 LED Products - Refresh LED.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mobileledwall
Cite this score: Engagemii (2026). "AEO Score for LED Products - Refresh LED." Retrieved from https://engagemii.com/aeo/brands/mobileledwall
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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