Google Sales Channel offers a seamless integration with Shopify for customer data transfer to marketing platforms, featuring a no-code setup and a 30-day free trial. However, it lacks advanced reporting and attribution models. Polar Analytics provides robust marketing reporting and a proprietary attribution model but may require more setup. Littledata excels with server-side tracking, automatic checkout step tracking, and identity resolution, alongside a no-code setup and a free trial. This makes Littledata a more comprehensive solution for tracking and data collection, offering deeper insights and easier implementation compared to both Google Sales Channel and Polar Analytics.

For an online store with 50 orders, Polar Analytics is 923% more expensive than Littledata. At 500 orders, Littledata costs 100% more than Google Sales Channel, while Polar Analytics is free. With 5000 orders, Polar Analytics is 229% more expensive than Littledata. At 20000 orders, Polar Analytics is 338% more expensive than Littledata. Overall, Google Sales Channel remains free across all order volumes, while Polar Analytics consistently has higher costs compared to Littledata.

Google Sales Channel focuses on integrating Shopify with Google Analytics and Google Ads for tracking e-commerce performance and ad effectiveness. Polar Analytics offers a broader range of data destinations, including Meta Ads and Klaviyo, allowing for more diverse marketing insights. Littledata provides extensive tracking options across multiple platforms, including TikTok and Pinterest, in addition to Google Analytics and Meta Ads, enabling comprehensive data collection and analysis across various channels. The main difference lies in the breadth of integrations and the specific platforms each solution emphasizes for tracking and analytics.