At a glance
- ThoughtMetric is multi-touch attribution and analytics built for e-commerce, starting at $99 per month for up to 50,000 pageviews with every feature included.
- Measured is incrementality testing plus test-calibrated MMM for enterprise brands. Pricing is not listed on Measured's website.
- INCRMNTAL is always-on incrementality measurement with a subscription that is not tied to ad spend. Pricing is not listed on INCRMNTAL's website.
- Northbeam is multi-touch attribution with an optional MMM layer for high growth brands, starting at $1,500 per month for the Starter plan.
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Triple Whale is a Shopify-first attribution and analytics platform with AI features, starting at $219 per month for Foundation and $749 per month for Automate.
1. ThoughtMetric
- Five attribution models (First Touch, Last Touch, Linear Paid, Position-Based, and Multi-Touch)
- Server-side tagging to improve tracking against ad blockers, iOS, and Safari ITP
- Meta and Google CAPI integrations
- Post-purchase surveys for non-click discovery
- Configurable lookback windows from 7 to 90 days
- Campaign, creative, and channel performance reporting
- Product analytics showing total sales by SKU and channel
- Customer analytics for lifetime value by acquisition source and new versus returning behavior
- Custom channels and custom reports
- AI Connectors for natural language querying through ChatGPT and Claude
- Integrations with Shopify, WooCommerce, BigCommerce, and Magento
2. Measured
- Geo-based holdout experiments
- Test-calibrated MMM
- Cross-channel reporting and a media plan optimizer
3. INCRMNTAL
Top features
- Continuous incrementality measurement and MMM
- Geo lift testing
- Works across web, mobile, TV, podcast, influencer, and out of home
- No device IDs or sensitive user data required
4. Northbeam
- First-party multi-touch attribution
- Clicks and Deterministic Views model
- Creative analytics, product analytics, and profit benchmarks
- Optional MMM+ at higher tiers
How it compares Northbeam leads with attribution and adds MMM+ as an option, where Haus leads with experiments. It suits brands that want a daily attribution dashboard first and modeling second.
5. Triple Whale
Top features
- First-party pixel for attribution
- Moby AI for querying data and running recurring tasks
- Post-purchase surveys and creative analytics
How to choose
Pricing is predictable and every feature is included, so you are not upgrading to unlock the metrics you need. That makes ThoughtMetric a practical tool for e-commerce brands that want reliable attribution and analytics they can act on from day one.