Quick answer
ThoughtMetric is the best alternative for e-commerce brands that want multi-touch attribution.
- ThoughtMetric is an attribution platform for e-commerce with five different attribution models. Pricing starts at $99/month for 50k pageviews.
- Northbeam is a multi-touch attribution platform with optional incrementality and MMM+ on higher plans. Starter starts at $1,500/month and Professional starts at $3,500/month.
- Triple Whale is an e-commerce analytics platform with attribution, BI, and an AI assistant, plus MMM and incrementality testing on Enterprise. Pricing is not listed on its website.
- Rockerbox is a measurement platform for enterprise brands that combines multi-touch attribution, MMM, and incrementality testing. Pricing is not listed on its website.
1. ThoughtMetric (best for e-commerce attribution)
Top features
- Five attribution models: Multi-Touch, First Touch, Last Touch, Position-Based, and Linear Paid
- Easy-to-use custom reports
- Conversion API integrations for Meta and Google
- Post-purchase surveys for non-click discovery
- Product analytics down to the SKU level
- Customer analytics (LTV, new vs. returning customers, etc.)
- Configurable lookback windows
- AI Connectors (MCP) for working with ThoughtMetric data in Claude and ChatGPT
2. Northbeam
- First-party multi-touch attribution across ad channels
- Northbeam Apex for sending Northbeam data to ad platforms to optimize delivery
- Clicks + Deterministic Views for view-through attribution
3. Triple Whale
- Multi-touch attribution through the Triple Pixel
- Moby AI for analysis, reporting, and automations
- Compass for MMM and incrementality testing, included on Enterprise
4. Rockerbox
Rockerbox is a marketing measurement platform that combines multi-touch attribution, MMM, and incrementality testing on a first-party data foundation. It is built for brands with complex measurement needs and covers hard-to-track channels such as TV, podcasts, and direct mail.
- Multi-touch attribution with customizable attribution models
- MMM with a guided budget planning interface
- Fully managed incrementality testing