Polar Analytics is an all-in-one data analytics and AI platform purpose-built for Shopify-based ecommerce and DTC brands. It consolidates data from 45+ sources into a dedicated Snowflake warehouse, ships 400+ pre-built ecommerce metrics with a semantic layer, and adds a first-party pixel with lifetime ID, incrementality testing, Klaviyo audience… - View it on GitHub