The outdoor layer is built on the Google Air Quality API, which fuses reference-grade monitors, low-cost sensors, satellite retrievals and traffic-informed atmospheric modelling. We add route geometry and city data to sharpen that estimate at street level. Indoor exposure uses an infiltration model based on established indoor air quality literature. In-vehicle exposure is estimated from your route, travel mode and vehicle cabin assumptions.