At a glance
- ThoughtMetric: E-commerce attribution platform with multi-touch models, server-side tagging, creative analytics, and product analytics. Starts at $99/month for 50k pageviews.
- Rockerbox: Multi-touch attribution, MMM, and incrementality testing for enterprise brands. Pricing is not listed on their website.
- Triple Whale: Shopify-focused analytics with attribution and business intelligence. Starter tier is $149/month, but most e-commerce brands need the Advanced tier at $219/month.
- Northbeam: Enterprise-focused multi-touch attribution with MMM+. Starts at $1,500/month.
ThoughtMetric
Core features include:
- Attribution models: First Touch, Last Touch, Linear Paid, Position-Based, and Multi-Touch
- Server-side tagging and Conversion API integrations for Meta and Google
- Configurable lookback windows of 7, 14, 30, 60, or 90 days
- Product revenue by channel
- Post-purchase surveys for non-click discovery
- AI Connectors for ChatGPT and Claude via MCP
- Custom reports
Rockerbox
Triple Whale
Northbeam
Pricing starts at $1,500/month for the Starter plan, which is limited to Shopify and aimed at brands spending under $250k/month on ads. Professional and Enterprise plans are custom and aimed at brands spending more than $250k and $500k/month respectively.