Projecting demand requires reading both macro cycles and micro-moments. Weddings, graduations, and holiday seasons predictably lift installs and clip-in sales, while travel peaks influence care product attach rates. Economic conditions shape average order value and upgrade paths: in softer periods, consumers start with synthetics or blends, then migrate to premium human hair as confidence...