The sales prospecting AI market has fractured into specialized solutions—signal-based orchestration platforms compete with AI SDRs and research automation tools that each claim to solve different pieces of the outbound workflow. Companies are racing to own the highest-intent signal detection or the most convincing AI-generated outreach, but the landscape suggests no clear winner yet.