01 An AI clip generator chooses time ranges based on content — looking for a hook, context and a payoff. A splitter cuts at fixed intervals regardless of what is being said. The output looks superficially similar and behaves completely differently.
02 Repurposing tools edit footage you provide. Generative models create footage that never existed. Products in the first category are often marketed with language borrowed from the second.
03 In speech-led tools, the transcript is the substrate for almost everything: selection, filler removal, captions and search. This is why results collapse on footage without clear speech.
04 No tool can guarantee a clip performs. Selection and cleanup are accelerated; whether something lands still depends on the idea, the delivery, the audience and distribution.