Revenue is easy to see in Shopify; true profit is not. Between cost of goods, shipping, transaction and marketplace fees, discounts, and ad spend, a store can look like it's growing while margins quietly erode. A profit analytics app pulls all of those costs together with your orders and ad data to show real net profit, customer lifetime value (LTV), and which products and channels actually make money. This guide ranks the 10 best Shopify profit analytics apps for 2026, based on features, pricing, ratings, and real merchant feedback.
The list spans everything from free, lightweight trackers to full enterprise analytics suites, so there's a fit for every store size and budget. Our top pick, True Profit, combines real-time P&L, LTV, and cohort analysis in one polished dashboard, while Kleio (#2) packs the same essentials — plus an MCP server for AI assistants — into a single flat $29/month plan. We've also included Setpilot (#3), our own free profit-analytics app, built by Digismoothie — the team behind this blog.













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