The Research Library for Ecommerce Builders
Stop guessing what to sell. Start studying what already works.
Ecommerce Data Kit is a growing collection of research databases, store intelligence, and niche insights built for Shopify sellers, dropshippers, and ecommerce freelancers who want to build with data — not hope.
Ecommerce Research Kits for Every Stage of Store Growth
From niche research to store building, traffic analysis, and real case studies — each Ecommerce Data Kit helps you make decisions using real ecommerce store data.
70,000+ Shopify Stores
Real US Shopify stores for niche, product, and competitor research.
Winning Niches
Curated niche list extracted from real high-performing Shopify stores across multiple categories.
Ecommerce Data Kit – Store Traffic Sources
See where ecommerce stores actually get their traffic.
Ecommerce Data Kit – Case Studies
Breakdowns of real ecommerce stores, structures, and strategies.