Polar Analytics
Shopify DTC analytics with blended ROAS and contribution margin in one view
About the Tool
Polar Analytics was built specifically for Shopify DTC brands that run paid traffic and need to see blended ROAS, contribution margin, and ad spend in a single, accurate view. It pulls data from Shopify, Facebook Ads, Google Ads, TikTok Ads, and email platforms and normalises attribution into one dashboard without the configuration overhead of a custom data warehouse setup. The focus on contribution margin reporting is particularly valuable for brands where product margins vary significantly across SKUs and ad channels, because blended revenue numbers alone can mask an unprofitable product mix. The platform is significantly more affordable than Triple Whale at comparable revenue levels and faster to configure. The trade-off is that predictive analytics and creative performance reporting are less developed than in Triple Whale.
Key Features
Blended ROAS Dashboard
Aggregates ad spend from Facebook, Google, and TikTok alongside Shopify revenue into a single blended ROAS view. Updated daily without manual data pulls or spreadsheet reconciliation.
Contribution Margin Tracking
Applies COGS and variable cost data to calculate true contribution margin per channel and campaign. Identifies which acquisition sources are actually profitable after product costs.
Shopify Revenue Attribution
Connects marketing spend to Shopify order data with first-click and last-click attribution models. Reconciles ad platform reported ROAS against Shopify actual revenue.
Automated Daily Reports
Sends a daily performance digest to email or Slack with the key metrics your team checks each morning. Reduces time spent pulling manual reports across separate platform dashboards.
Screenshots
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