Shoppers struggle to track which items will be discounted when across different stores.
Build an app that learns purchase patterns and predicts optimal shopping days based on historical discount cycles.
Freemium model with premium features for multi-store optimization.
Launch with integration for one major grocer before expanding.
Risk depends on retailer API stability and discount pattern consistency.