Quick answer
- ThoughtMetric is a multi-touch attribution platform for e-commerce with customer and product analytics. Starts at $99/month.
- Triple Whale is an all-in-one analytics suite with attribution, profit, and cohort reporting. Foundation plans start at $219/month and scale with GMV.
- Polar Analytics is a Shopify-focused analytics and BI platform. Pricing is not listed on its website.
- TrueProfit is a net profit tracking app for Shopify. Starts at $35/month.
1. ThoughtMetric (best for e-commerce attribution)
- Five attribution models: Multi-Touch, First Touch, Last Touch, Position-Based, and Linear Paid
- Server-side tracking with Conversion API integrations for Meta and Google
- Post-purchase surveys for non-click discovery
- Customer and product analytics down to the SKU level
- Custom channels and configurable lookback windows
- Works with Shopify, WooCommerce, BigCommerce, and Magento
2. Triple Whale
- Multi-touch attribution through the Triple Pixel
- Moby AI assistant
- Post-purchase surveys and dashboards
3. Polar Analytics
- Custom dashboards and reporting on a dedicated Snowflake warehouse
- AI agents and a semantic layer of pre-built metrics
- Klaviyo enrichment and Conversion API for Meta and Google
4. TrueProfit
Top features
- Real-time net profit dashboard and P&L report
- Ad spend sync for Meta, Google, TikTok, and more
- Product-level profit and customer lifetime value
How to choose
Instead, e-commerce brands use ThoughtMetric to connect ad spend to the campaigns, channels, and customers driving revenue, across every major platform.
Book a demo to learn more about ThoughtMetric.