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AI Visibility Scorecard
LED in Stock
ledinstock.com · E-commerce
Borderline visible. AI bots can crawl LED in Stock, 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
#467,926 of 553,257 in E-commerce for AI visibility
3.1
/10
AEO Score
About LED in Stock
from our crawl and measurement
LED in Stock describes itself simply: "VIEW PRODUCT DNK Red Shoes 150,00 € VIEW PRODUCT DNK Blue Shoes 150,00 € VIEW PRODUCT Dark Brown Jeans 150,00 € VIEW PRODUCT New In Stock Shop now BIG Season Sale Learn More Free Shipping." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
8
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
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.
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 3.1/10, LED in Stock is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LED in Stock
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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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/ledinstock
Cite this score: Engagemii (2026). "AEO Score for LED in Stock." Retrieved from https://engagemii.com/aeo/brands/ledinstock
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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