SignalCraft

SignalCraft helps founders validate ideas before spending months building them. Unlike generic AI tools that rely on assumptions, it searches real market conversations for recurring pain points, existing alternatives, buying behaviour and unmet needs. It evaluates the evidence using calibrated criteria and links every conclusion to its sources—giving founders a clear, traceable view of demand instead of another AI-generated guess.