Attribution and profit reporting for Shopify and DTC brands.
For a Shopify or DTC brand, this is the most practical way to see attribution and profit together. A first-party pixel feeds MER, blended CAC and contribution margin into one dashboard that an operator, not just an analyst, will actually open every morning. It costs less to enter than Northbeam or a full Hyros setup, which is why most brands under $10M in GMV should start here.
The honest part is that the first dashboard is rarely right. Users report early inaccuracies, and the company's own team points to the usual cause: missing or messy UTMs. Attribution is only as clean as the parameters feeding it, so the tool rewards discipline on the tagging side before you trust a number.
Two more things to price in. Paid plans are 12-month commitments scaled by your GMV, and buyers have flagged data quirks like VAT being counted inside revenue. Neither is a dealbreaker, but both are reasons to reconcile Triple Whale against your Shopify backend rather than treating its dashboard as gospel.