Best Analytics & attribution apps for Shopify
10 hand-picked tools, with pricing checked Oct 2026 where available.
Triple Whale
Attribution and analytics dashboard for Shopify brands.
Analytics & attributionGrowing ($10k+/mo)Northbeam
Multi-touch attribution and media mix modelling.
Analytics & attributionScaling ($100k+/mo)Lucky Orange
Heatmaps, session recordings and live chat.
Analytics & attributionNew storeHotjar
Heatmaps, recordings and surveys, now part of Contentsquare.
Analytics & attributionNew storeGoogle Analytics
Free web analytics (GA4) from Google.
Analytics & attributionNew storeMicrosoft Clarity
Free heatmaps and session recordings from Microsoft.
Analytics & attributionNew storePolar Analytics
Centralised Shopify analytics and BI.
Analytics & attributionScaling ($100k+/mo)Lifetimely
Profit and lifetime-value analytics (by AMP).
Analytics & attributionGrowing ($10k+/mo)Peel Insights
Automated retention and cohort analytics for Shopify.
Analytics & attributionGrowing ($10k+/mo)BeProfit
Profit tracking and analysis for e-commerce.
Analytics & attributionNew storeGet 3 tools every week
One short email: three e-commerce tools, what they cost, and who they're for.