SeasonGuard

SeasonGuard is a web app (with optional mobile alerts) that helps small and mid-sized businesses detect, explain, and plan around seasonal and cyclical demand patterns using their existing data. Connect Shopify, Stripe, Google Analytics, Amazon Seller Central, or a CSV. The app decomposes sales into trend/seasonality/cycle, flags unusual deviations (e.g., “this July is 18% below typical July”), and generates practical actions like inventory reorder timing, staffing suggestions, and promo windows. It also forecasts next 4–12 weeks with confidence bands and shows what’s driving changes (price, marketing spend, channel mix) via simple attribution-style breakdowns. This is not a magic crystal ball: it’s a decision support tool that makes seasonality visible, quantifies risk, and turns it into a repeatable planning calendar. Best fit is businesses with 12+ months of data and recurring demand cycles.