Monocle is a Shopify-exclusive inventory forecasting app that uses machine learning to predict demand. Unlike tools that rely on simple sales velocity calculations, Monocle's ML model learns from your store's historical patterns over time — including seasonal trends and stock-out periods — and improves its accuracy as it gathers more data.
Monocle also stands out with features like product association insights (identifying items that tend to sell together), automatic stock-out detection (so zero-sales periods don't skew forecasts), and smart purchase order advisories. Their pricing ranges from $47 to $89/month across three tiers. It's positioned as a middle ground: smarter than basic velocity tools, but more affordable and Shopify-focused than enterprise platforms like Inventory Planner.