![Shopify Attribution Gap [541K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-attribution-gap.webp&w=3840&q=75)
Shopify Attribution Gap [541K-Store Study]
Shopify attribution gap study: 139,489 stores with 50K+ traffic and paid-media signals still run no dedicated analytics app.
3 guides and insights on analytics for Shopify store research.
![Shopify Server-Side Tracking & Attribution Gap [183K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fshopify-server-side-tracking.webp&w=3840&q=75)
We analyzed 183,408 Shopify stores to find server-side tracking, analytics app, and attribution gaps. Only 1.5% show dedicated analytics apps.
![Best Shopify Analytics Apps 2026: Attribution & Tracking [183K-Store Study]](/_next/image?url=%2Fimages%2Fblog%2Fbest-shopify-analytics-apps.webp&w=3840&q=75)
Compare the best Shopify analytics apps for attribution, GA4 accuracy, server-side tracking, and paid-media reporting using data from 183,408 stores.