Quick answer
The best attribution tools built for e-commerce are ThoughtMetric, Triple Whale, Northbeam, Rockerbox, and Polar Analytics. ThoughtMetric is the most flexible option for growing stores, with multi-touch attribution, post-purchase surveys, and pricing that scales by pageviews starting at $99 per month with every feature included. Triple Whale and Polar Analytics suit Shopify brands that want analytics and attribution. Northbeam and Rockerbox are built for higher spend brands that need advanced measurement and modeling.
At a glance
- ThoughtMetric is a marketing attribution platform built for e-commerce, with multi-touch attribution and pageview-based pricing starting at $99 per month with every feature included.
- Triple Whale combines attribution and business intelligence for Shopify brands, with pricing that scales by GMV starting at $219 per month for the Foundation plan.
- Northbeam focuses on multi-touch attribution and media mix modeling for higher spend brands, starting at $1,500 per month.
- Rockerbox is a unified measurement platform for enterprise and mid-market brands, now part of DoubleVerify, with pricing not listed on their website.
- Polar Analytics is an analytics and attribution platform for Shopify brands, with pricing not listed on their website.
#1 - ThoughtMetric
Best for: Growing e-commerce stores that want full attribution without paying for feature tiers.
Top features:
- Multi-touch attribution across five models (Multi-Touch, First Touch, Last Touch, Position Based, and Linear Paid)
- Configurable lookback windows
- Post-purchase surveys
- Server-side tagging and conversion API support for Meta and Google
- Integrations with Shopify, WooCommerce, BigCommerce, and Magento, plus ad platforms including Meta, Google, Bing, Pinterest, and TikTok
- Custom reports and metrics
- Product and creative analytics
ThoughtMetric is built specifically for e-commerce marketing teams that want clear, reliable attribution data across every channel.
Pricing: Starts at $99 per month for 50,000 pageviews. Pricing scales by pageviews only, and every feature is included at every tier.
#2 - Triple Whale
Best for: Shopify brands that want attribution and business intelligence in a single dashboard.
Top features:
- Multi-touch attribution through the Triple Pixel
- Business intelligence dashboards, custom metrics, and a SQL editor
- Moby, an AI assistant for analysis and reporting
Triple Whale pairs attribution with a broad analytics suite, which makes it a strong fit for Shopify teams that want one place for performance data.
Pricing: Pricing scales by GMV. The Foundation plan starts at $219 per month, the Automate plan starts at $749 per month, and Enterprise is custom.
#3 - Northbeam
Best for: Higher spend brands with in-house data teams that need advanced measurement.
Top features:
- Multi-touch attribution with first-party data modeling
- Media mix modeling for budgeting and forecasting
- Clicks and Deterministic Views for view-through measurement on awareness campaigns
Northbeam is a measurement platform aimed at brands running large, multi-channel ad budgets. It is more focused on attribution depth and modeling than on broad analytics.
Pricing: The Starter plan starts at $1,500 per month and integrates with Shopify only, billed month to month for brands under $1.5 million a year in media spend. The Professional and Enterprise plans are custom quotes and support any e-commerce platform.
#4 - Rockerbox
Best for: Enterprise and mid-market brands that want unified measurement across online and offline channels.
Top features:
- Multi-touch attribution, media mix modeling, and incrementality testing in one platform
- Cross-channel measurement across paid, organic, digital, and offline campaigns
- Integrations with Shopify, WooCommerce, and Magento
Rockerbox is a unified measurement platform aimed at brands with complex, multi-channel marketing operations.
Pricing: Pricing is not listed on their website. Rockerbox works from custom quotes, so teams need to contact sales.
#5 - Polar Analytics
Best for: Shopify brands that want a flexible analytics platform with attribution built in.
Top features:
- Multi-touch attribution and a first-party pixel
- A dedicated Snowflake database and pre-built e-commerce metrics
- Conversion API support for Meta and Google Ads
Polar Analytics is a data and analytics platform with attribution included, built for teams that want customizable dashboards and raw data access.
Pricing: Pricing is not listed on their website. Polar uses GMV-based pricing and asks teams to book a demo for a quote.
Choosing the right tool
For growing stores that want accurate multi-touch attribution across Shopify, WooCommerce, BigCommerce, or Magento, with every feature included and pricing that scales with your traffic, ThoughtMetric is the most flexible option on this list.
