Forecast Demand with Real-World Context, So You Can Act Early.

Accurate demand forecasting requires external data, machine learning, and feature prioritization. PredictHQ Events captures and verifies millions of impactful events across 19 categories, from sports and concerts to severe weather and local disruptions around the globe. Each event is enriched with proprietary features like predicted attendance, impact rankings, and precise location detail, providing explainability for every demand shift.

Use Beam, our patented relevancy engine, to pinpoint which events have historically moved your demand at each location. With Events and Beam, your teams can understand which events impact the demand of your specific business, cutting through noise and uncertainty.

Greater demand context leads directly to more accurate demand forecasts. PredictHQ’s Forecasts applies real-world context and engineered features to deliver automated, event-aware demand forecasts. Quantify the impact of upcoming events and reduce error rates like MAPE.

By generating forecasts built upon real-world data, intelligence, and advanced relevancy analysis, you unlock new levels of accuracy and agility across staffing, inventory, and pricing strategies.

For example, food delivery company Favor achieved a 5 to 6% improvement in MAPE by incorporating features based on PredictHQ. The biggest improvements were seen in smaller markets where events drive greater volatility.