Research notes
Look closer at commerce.
Practical guides for finding Shopify stores and making sense of what you find.
Guide↗Guide↗Guide↗
How to find Shopify stores in a specific market
A practical process for finding and comparing Shopify stores by category, domain, and storefront signals.
A practical guide to Shopify competitor research
Compare ecommerce storefronts consistently, from product discovery and pricing to the customer journey.
How to research Shopify themes and storefronts
Learn how to use theme signals to find design inspiration and understand storefront patterns.