SourceMedium is a managed business intelligence platform for e-commerce brands. It combines a BigQuery warehouse you own, pre-built dashboards, and server-side multi-touch attribution, supported by a dedicated analyst. SourceMedium does not list pricing on its website, describing one platform fee on a quarterly commitment with usage-based overages.
In this post, we will explore some of the best SourceMedium alternatives and competitors.
Quick answer
The best SourceMedium alternatives for e-commerce brands are ThoughtMetric, Triple Whale, Polar Analytics, Northbeam, Rockerbox, and TrueProfit. Each offers a different mix of attribution, dashboards, and data warehousing, with pricing verified from each vendor's own website.
ThoughtMetric is the closest like-for-like alternative for brands that want multi-touch attribution and customer analytics without a warehouse to manage, at a flat price across Shopify, WooCommerce, BigCommerce, and Magento.
At a glance
- ThoughtMetric. Multi-touch attribution and customer analytics across Shopify, WooCommerce, BigCommerce, and Magento. $99 per month for 50,000 pageviews.
- Triple Whale. Real-time analytics and attribution dashboards. Paid plans start at $219 per month and increase with GMV.
- Polar Analytics. Shopify analytics and BI with a dedicated Snowflake database. Pricing is not listed on the Polar Analytics website.
- Northbeam. Multi-touch attribution and media mix modeling for higher-spend advertisers. Starter from $1,500 per month.
- Rockerbox. Attribution, media mix modeling, and incrementality testing for brands with complex measurement needs. Pricing is not listed on the Rockerbox website.
- TrueProfit. Net profit tracking for Shopify and TikTok Shop. Plans from $35 to $200 per month.
ThoughtMetric
Best for: e-commerce brands that want multi-touch attribution and customer analytics across more than one platform, at a flat price.
ThoughtMetric focuses on marketing attribution and customer analytics for e-commerce brands. It uses server-side tagging and CAPI integrations for Meta and Google to track conversions across channels, then reports them through five attribution models.
It runs on Shopify, WooCommerce, BigCommerce, and Magento. Setup does not require a data warehouse or a dedicated analyst, so most teams can connect their sources and start reporting on their own.
Top features:
- Five attribution models (Multi-Touch, First Touch, Last Touch, Position-Based, Linear Paid)
- Server-side tagging with Meta and Google CAPI integrations
- Configurable lookback windows of 7, 14, 30, 60, and 90 days
- Post-purchase surveys for non-click discovery
- Product-level attribution showing total sales by SKU
- Customer analytics, including LTV by acquisition source and new vs. returning
- Custom channels, custom reports, and AI connectors for ChatGPT and Claude
Pricing: ThoughtMetric is $99 per month for 50,000 pageviews. Pricing scales with pageviews, and every feature is included at each tier.
How does ThoughtMetric compare to SourceMedium?
SourceMedium pairs a managed BigQuery warehouse with dashboards and attribution, which suits teams that want to own their data layer. ThoughtMetric is a focused attribution and customer analytics tool with no warehouse to manage. Brands that want attribution across Shopify, WooCommerce, BigCommerce, or Magento without a heavier BI build tend to compare the two.
Triple Whale
Best for: Shopify brands that want analytics and attribution in a single dashboard.
Triple Whale is an analytics and attribution platform built mainly for Shopify brands. It reports blended performance through dashboards, uses its Triple Pixel for tracking, and includes an AI assistant called Moby.
Multi-touch attribution starts on the entry paid tier. Coverage is centered on Shopify, and cost grows with your store's GMV.
Top features:
- Triple Pixel for cross-device tracking
- Multi-touch attribution on Foundation and above
- Blended performance dashboards
- Moby AI assistant
- Post-purchase surveys
Pricing: Foundation starts at $219 per month and Automate starts at $749 per month, with both increasing as GMV grows. Multi-touch attribution begins on Foundation. Enterprise is a custom quote.
How does Triple Whale compare to SourceMedium?
Both cover dashboards and attribution. SourceMedium runs on a warehouse you own, with broader modeling across commerce, ads, email, and ops. Triple Whale is centered on Shopify, and its price scales with GMV rather than holding at a flat rate.
Polar Analytics
Best for: brands that want a Shopify analytics and BI layer with a dedicated Snowflake database.
Polar Analytics is an analytics and business intelligence platform for e-commerce brands. Each plan includes a dedicated Snowflake database, a first-party pixel, and a library of pre-built metrics and dashboards.
It also offers AI agents and data activations such as Klaviyo audience enrichment and conversion APIs for Meta and Google.
Top features:
Polar Analytics is an analytics and business intelligence platform for e-commerce brands. Each plan includes a dedicated Snowflake database, a first-party pixel, and a library of pre-built metrics and dashboards.
It also offers AI agents and data activations such as Klaviyo audience enrichment and conversion APIs for Meta and Google.
Top features:
- Dedicated Snowflake database on every plan
- First-party pixel with cross-device tracking
- Multi-touch attribution and custom reporting
- Ask Polar AI assistant
- Klaviyo audience enrichment and advertising signals
Pricing: Pricing is not listed on the Polar Analytics website.
How does Polar Analytics compare to SourceMedium?
Polar runs on a dedicated Snowflake database, while SourceMedium runs on a managed BigQuery warehouse. Both target brands that want to own their data and build custom reporting. SourceMedium leans further into a fully managed setup with a dedicated analyst, and Polar leans into a self-serve BI suite with AI agents.
Northbeam
Best for: higher-spend brands that want detailed multi-touch attribution and media mix modeling.
Northbeam is a marketing measurement platform focused on attribution, incrementality, and media mix modeling. It is built for brands running significant paid media across multiple channels.
Pricing is based on data volume and level of service, and entry pricing reflects a higher-spend audience.
Top features:
- Multi-touch attribution with first-party data
- Clicks plus deterministic views
- Media mix modeling on higher tiers
- Creative and product analytics
- Apex ad platform integration
Pricing: Northbeam's Starter plan begins at $1,500 per month, with a direct Shopify integration at that tier for brands spending under $1.5 million a year in media. Professional and Enterprise plans are custom quotes and support other e-commerce platforms.
How does Northbeam compare to SourceMedium?
Northbeam concentrates on attribution and media measurement for higher-spend advertisers. SourceMedium is broader, covering warehouse, dashboards, and attribution together. Brands comparing the two are usually deciding between deep media measurement and a wider analytics platform.
Rockerbox
Best for: brands with complex, multi-channel measurement needs, including offline channels.
Rockerbox is a marketing measurement platform built for brands measuring across many channels. It combines a marketing data foundation with multi-touch attribution, media mix modeling, and incrementality testing.
It tracks paid, organic, digital, and offline channels, including CTV, linear TV, direct mail, and podcasts. Rockerbox is now part of DoubleVerify.
Top features:
Rockerbox is a marketing measurement platform built for brands measuring across many channels. It combines a marketing data foundation with multi-touch attribution, media mix modeling, and incrementality testing.
It tracks paid, organic, digital, and offline channels, including CTV, linear TV, direct mail, and podcasts. Rockerbox is now part of DoubleVerify.
Top features:
- Multi-touch attribution with customizable models
- Media mix modeling
- Incrementality testing
- 100+ integrations across digital and offline channels
- Marketing data foundation with exports to your data warehouse
Pricing: Pricing is not listed on the Rockerbox website. Plans route to a sales conversation.
How does Rockerbox compare to SourceMedium?
How does Rockerbox compare to SourceMedium?
Both centralize marketing data, offer attribution, and can export to a data warehouse. Rockerbox leans toward enterprise measurement with media mix modeling and incrementality testing across many channels, including offline. SourceMedium pairs its attribution with a managed BigQuery warehouse, dashboards, and a dedicated analyst.
TrueProfit
Best for: Shopify brands that want net profit tracking with cost and ad spend in one view.
TrueProfit is a profit analytics app for Shopify and TikTok Shop. It pulls together revenue, cost of goods, shipping, fees, and ad spend to report net profit in real time.
It is lighter than a full BI platform and focuses on profit and cost tracking rather than warehouse-level analytics.
Top features:
- Real-time net profit dashboard
- Product-level profit analytics
- P&L reports
- Customer lifetime value
- Marketing attribution on the top plan
Pricing: TrueProfit has four plans. Basic is $35 per month, Advanced is $60, Ultimate is $100, and Enterprise is $200. Each plan has a monthly order cap with a per-order fee above it.
How does TrueProfit compare to SourceMedium?
TrueProfit is a profit tracking tool, while SourceMedium is a full analytics and warehouse platform. Brands that mainly want net profit and cost visibility on Shopify often look at TrueProfit, while teams that need cross-channel modeling and a data warehouse look at SourceMedium.
How to choose
If your main need is attribution and customer analytics without a warehouse to manage, ThoughtMetric covers that across Shopify, WooCommerce, BigCommerce, and Magento at a flat pageview-based price.
