Individuals increasingly buy mutual funds via on-line platforms, whose ‘best buy' recommendations heavily influence flows. As intermediaries of mutual funds, platforms provide none of the unobservable interaction or intangible benefits of brokers, and so allow clean tests of the determinants,...