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Profit, contribution margin, ad spend, shipping, refunds, and SKU profitability.
Product thesis
Start with a narrow merchant pain that can be quantified in profit, conversion, operations, or retention.
Ship as a focused Shopify workflow, then expose recommendations and actions through the growth-care operating model.
Use implementation services and migration projects as the first distribution channel before broad marketplace scale.