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Most conversations about AI agents for ecommerce focus on customer service. The agents that protect revenue watch stock, conversion, and collections, then tell you what to fix first. Here are six worth knowing.

Most ecommerce metric guides list KPIs without telling you what to do about them. Here are the 12 that point straight to your next fix, grouped around the three leaks that actually cost Shopify merchants revenue.

The inventory-to-sales ratio tells you how much capital is tied up in stock for every dollar of sales. Here's the formula, a worked Shopify SKU example, and the action checklist to run monthly.

Ecommerce demand forecasting turns sales velocity, lead time, and seasonality into a reorder decision you can act on today. Here's the four-step workflow, no spreadsheet required.

ABC analysis in inventory management ranks SKUs by revenue impact so you know which products deserve tight stock control and which don't. Here's how to run it on a Shopify catalog.

See real, sourced conversion rate benchmarks by industry, then learn how to tell whether your store's gap comes from traffic quality, product mix, or merchandising.

Before you spend another dollar on ads, fix the leaks already costing you sales. Twelve concrete, prioritized Shopify conversion rate optimization fixes, plus a 30-day plan to run them.

Triple Whale's GMV-based pricing and attribution complexity push many Shopify merchants to look elsewhere. Here are 7 alternatives, what each does best, and how to pick one.

Lifetimely is built for LTV and profit dashboards. If you need product-level, forward-looking signal too, here are the strongest alternatives, with real pricing and who each one fits.

Glew.io suits agencies and multi-brand catalogs that need custom BI. Most Shopify merchants want faster setup and action, not warehouse-style reporting. Here are the best Glew analytics alternatives, ranked by fit.

Inventory Planner works, but its quote-based pricing and multi-week setup push many small-to-mid Shopify stores to look elsewhere. Here's how Prediko, Cogsy, Katana, Genie, and Skymetrics compare.

Comparing Analyzify alternatives for Shopify tracking and analytics. See how Elevar, Littledata, Triple Whale, Polar Analytics, and Skymetrics stack up on price and fit.