Weather-Driven Demand Forecasting for Home Services Teams

## The problemHome services leaders staff techs and spend on lead generation by gut feel. Repair call volume swings hard with the weather, but no one's connecting the forecast to the schedule. The result: under-staffed cold snaps, over-spent slow weeks, and missed revenue when demand spikes catch the team flat.## What this app doesA weather-driven demand forecasting workspace built around a calendar view. Historical repair call volume is laid against temperature data so the relationship is visible and credible. A 1- to 4-week forward forecast projects daily call volume by service line, and a configurable threshold flags days requiring overtime callouts or scaled-up ad spend. A projected-versus-actual comparison closes the loop and sharpens trust over time.## Key takeaways- Forward call volume forecast by furnace, A/C, and plumbing- Weather overlay makes the demand signal credible- Threshold flags trigger overtime and marketing decisions- Projected-versus-actual loop builds trust week by week## Who it's forHome services leadership, field operations, and marketing teams at HVAC, plumbing, and trades businesses where weather drives weekly demand swings.