Seasonality analytics: the 7-Eleven regional benchmark, a Phuket cross-check of Math Model V2 against our own store revenue, airport traffic and external footfall data, and a Krabi tab testing whether the Phuket curve, which Krabi inherits through the macro-region taxonomy, actually fits it.