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AI Visibility Scorecard
led3dsigns.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl iduoduo | Custom Signs & Commercial Signage Manufacturer, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#109,537 of 228,646 in Manufacturing & Industrial for AI visibility
4.7
/10
AEO Score
from our crawl and measurement
"Shenzhen-based OEM/ODM sign factory for LED neon signs, channel letters, light boxes, and custom dimensional signs." That is how iduoduo introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found structured data on the page (WebSite, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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.
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, iduoduo | Custom Signs & Commercial Signage Manufacturer is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for iduoduo | Custom Signs & Commercial Signage Manufacturer
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on August 13, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/led3dsigns
Cite this score: Engagemii (2026). "AEO Score for iduoduo | Custom Signs & Commercial Signage Manufacturer." Retrieved from https://engagemii.com/aeo/brands/led3dsigns
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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