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Our data model integrates and cleans your platforms’ data into a master table that each module of the dashboard interacts with differently depending on the purpose of the module. We use Intelligent Data Aggregation to build this model—merging first-party signals from all your platforms to ensure your data is as usable, trustworthy, and high-quality as possible.
  • Sales Reporting: We use data from your sales platform (Shopify, Amazon, etc.) as the core “source of truth” for financial reporting.
  • Attribution: We aggregate signals from all connected sources to resolve the most accurate last-click and multi-touch attribution.

Default data cleaning includes separating your sales into different channels. The Channel filter on each module is defaulted to Online DTC (excluding Exchanged, Draft, and Wholesale orders to avoid skewing composite metrics such as Average Order Value).

If you notice any mismatch between your Shopify Sales Report and your Executive Summary, see this article for possible explanations.