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AI Visibility Scorecard
LEDZ.com
ledz.com · Manufacturing & Industrial
Somewhat visible. AI bots can read LEDZ.com, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude · Apple Intelligence
#64,698 of 230,269 in Manufacturing & Industrial for AI visibility
5.2
/10
AEO Score
About LEDZ.com
from our crawl and measurement
LEDZ.com describes itself simply: "LED diodes and LED products. Classic LEDs of all shapes, power LEDs, LED modules, COB LEDs, LED strips, LED bulbs, LED tubes etc." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.2/10, LEDZ.com has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LEDZ.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 LEDZ.com.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ledz
Cite this score: Engagemii (2026). "AEO Score for LEDZ.com." Retrieved from https://engagemii.com/aeo/brands/ledz
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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