StackFit research

Evidence for better Shopify app decisions.

Original analysis and sourced market data, with definitions and limitations you can check.

Latest research

Citeable Shopify data

Core Web Vitals, conversion, app performance, page weight and video — with field data separated from lab scores.

App counts, detected installs, reviews, pricing, Built for Shopify and AI — traced to original sources.