The Best Alternatives
- ThoughtMetric is a straightforward marketing 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.
- Polar Analytics is an e-commerce BI platform with multi-touch attribution, a first-party pixel, and a dedicated Snowflake database. Pricing is not listed on its website.
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
- Configurable lookback windows
- Custom reports
- AI Connectors (MCP) for working with ThoughtMetric data in Claude and ChatGPT
- Works with Shopify, WooCommerce, BigCommerce, and Magento
How does ThoughtMetric compare to Reaktion? Both offer server-side tracking with Conversion API integrations for Meta and Google. ThoughtMetric covers what e-commerce teams rely on in order to decide where to spend their marketing budget.
2. Northbeam
Northbeam is a multi-touch attribution platform for e-commerce brands. Incrementality is an optional addition on Professional, and Media Mix Modeling+ is an optional addition on Enterprise.
Top features
- 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
How does Northbeam compare to Reaktion? Both use first-party data and send conversion data back to ad platforms. Northbeam centers on multi-touch attribution and view-through conversions, while Reaktion centers on profit metrics like POAS.
3. Triple Whale
- Multi-touch attribution
- Moby AI for analysis, reporting, and automations
- Compass for MMM and incrementality testing, included on Enterprise
Pricing: Pricing is not listed on Triple Whale's website. Pricing is based on annual GMV and the package chosen (Foundation, Automate, or Enterprise), and paid packages are 12-month subscriptions.
How does Triple Whale compare to Reaktion? Both send first-party data back to ad platforms and include creative reporting and customer segments. Triple Whale adds Moby AI and offers MMM and incrementality testing on Enterprise.
4. Polar Analytics
- Multi-touch attribution
- Dedicated Snowflake database on every plan