Amazon dropshipping appeals due to low inventory risk, but operational complexity often kills margins. Platform fees, supplier dependency, weak pricing control and fulfilment delays reduce profitability. Sustainable models need vetted suppliers, demand-led products, cost discipline and policy compliance. Sellers treating dropshipping as logistics arbitrage struggle to build scalable revenue.