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
The best Usermaven alternative for e-commerce
FAQs
ThoughtMetric is a Usermaven alternative built specifically for e-commerce, with five attribution models, product analytics down to the SKU, and customer analytics like LTV and new versus returning customers. Pricing starts at $99 per month for 50,000 pageviews, with every feature included.
ThoughtMetric is built around e-commerce attribution Usermaven is built mainly for B2B SaaS companies.
Yes. ThoughtMetric starts at $99 per month for 50,000 monthly pageviews, with every feature included for every customer. Usermaven does not list pricing on its website.
ThoughtMetric works with all major e-commerce platforms, including Shopify, WooCommerce, BigCommerce, Magento, and custom stores.
Yes. ThoughtMetric’s product analytics shows total sales by SKU and which campaigns drive sales of each product. It also shows which products bring in new versus returning customers.
Yes. ThoughtMetric’s AI Connectors let you pull attribution data into Claude and ChatGPT to ask questions, build reports, or send data to other tools. AI Connectors are included for every customer.