The rise of online platforms has profoundly changed the landscape of movie analysis. Once dominant voices in print and on television , film experts now grapple with a vastly expanded pool of content and a scattered audience. The classic model of the gatekeeper, deciding what films are “worthy” of attention, has been challenged by algorithms and