Ecommerce data platform unifying Shopify and marketing metrics into a warehouse, BI dashboards, and AI agents for DTC brands.
What it does
Polar is an analytics and business-intelligence platform for ecommerce brands that centralizes store, ad, and marketing data into a dedicated Snowflake warehouse with a pre-built ecommerce semantic layer. It offers dashboards, alerts, incrementality testing, and AI agents (via an MCP interface) that answer data questions or automate reporting. Pricing is quote-based, tied to a brand's annual gross merchandise value, and requires booking a demo.
How to use: Connect your data sources with one click, and Polar Analytics automatically calculates KPIs and visualizes them in dashboards. Use the AI assistant to generate custom reports by simply typing a question.
Core features
Best for
Reviews
Big-picture takes: what it's for and whether it delivers. High-engagement YouTube videos — not sponsored.
Tutorials
Step-by-step: exactly how to get things done with it.