AI Visibility Scorecard
comiled.com · E-commerce
Borderline visible. AI engines can read ComiLED Lighting, but Structured Data, E-E-A-T Signals and News & Press are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 11 times
Claude · Apple Intelligence · Meta AI · Parallel
Top 5% in E-commerce for AI visibility
75
AI Naming Predictability
iNamed occasionally · 75/100
E-commerce average 18
Top 3% of E-commerce
See what's behind this score →4.45
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Transactable · 20/100
E-commerce average 27
See what's behind this score →0
from our crawl and measurement
ComiLED Lighting is a business whose own site puts it this way: "U.S. Wholesale Lighting Company | Premium LED Solutions for Commercial and Residential Use." Its AI visibility score is 4.45 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 11 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
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
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.45/10, ComiLED Lighting is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
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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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ComiLED Lighting lists 96 products, 94 in stock, priced 22.99 to 629.99.
Machine-readable copy: the product feed (JSON).
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/comiled
Cite this score: Engagemii (2026). "AEO Score for ComiLED Lighting." Retrieved from https://engagemii.com/aeo/brands/comiled
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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