Northbeam excels at multi-touch attribution and media mix modeling for sophisticated marketers, but it's an expensive intelligence platform — not a data collection foundation.

Google Sales Channel is free and native to Shopify, but it only connects to Google's ecosystem, limiting your marketing stack flexibility.

Where Littledata wins both:

• Unlike Northbeam and Google Sales Channel, Littledata sends data directly from Shopify's servers — not the browser. This means events can't be blocked by ad blockers or iOS restrictions, and every event is enriched with full customer data.
• Google Sales Channel is Google-only. Littledata feeds any marketing platform you use.
• Northbeam is an analytics layer; Littledata is the clean data foundation underneath — powering better attribution everywhere.
• Identity resolution boosts audience match rates that neither competitor offers.
• Native Shopify Markets support and automatic checkout step tracking out of the box.

For 50 orders, Northbeam is 2,564% more expensive than Littledata, while Google Sales Channel is free. At 500 orders, Northbeam and Google Sales Channel are equal, but Northbeam is 570% more than Littledata. For 5,000 orders, Northbeam is 329% more than Littledata, while Google Sales Channel remains free. At 20,000 orders, Northbeam is 213% more than Littledata, with Google Sales Channel still at no cost. Overall, Northbeam consistently has the highest costs across all order volumes.