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AI Visibility Scorecard

LEDBKK

Name: LEDBKK - AI Visibility Score
Creator: Engagemii
Published: 2026-08-10T11:23:08.781Z
License: https://creativecommons.org/licenses/by/4.0/

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ledbkk.com · Food & Beverage

At 2.4/10, LEDBKK is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

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Monitoring for AI engine activity

In the Engagemii AEO index

#1,316,315 of 1,416,530 in Food & Beverage for AI visibility

2.4

/10

AEO Score

About LEDBKK

from our crawl and measurement

LEDBKK แอลอีดี โมดูล แอลอีดี โมดูล สีรุ้ง แอลอีดี โมดูล ดิสเพลย์ แอลอีดี โมดูล ดิสเพลย์ แอลอีดี สายยางซิลิโคน แอลอีดี หลอดยาว แอลอีดี ตัวเลขดิจิตอล แอลอีดี ตัวเลขดิจิตอล แอลอีดี ข้อความวิ่ง แอลอีดี is one of the businesses we track in the Food & Beverage space. As far as answer engines are concerned it may as well not exist yet: 2.1 out of 10.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

Industry · Food & Beverage

Last scored · Aug 10, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Trust

Little domain authority yet.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

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 2.4/10, LEDBKK is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for LEDBKK: Food & Beverage

Your Ingredient Label Has a Story. Is Anyone Telling It?

Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.

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Source & Attribution

Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/ledbkk

Cite this score: Engagemii (2026). "AEO Score for LEDBKK." Retrieved from https://engagemii.com/aeo/brands/ledbkk

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.