Research paper · doctoral standardFor business
From kitchen table to checkout — Instagram, TikTok and the rise of the female-led social commerce business, 2016–2036
How Instagram and TikTok became retail channels, why women lead the kitchen-table business economy, what ten years of data show, where the next decade points, and what it costs to reach an audience — with fully referenced figures.