Unlocking Hidden Purchase Intent: The Five-Pass Interview Analysis Method

Most founders lose critical buying signals during user interview analysis by failing to use a structured framework. This article presents a five-pass method—analyzing transcripts separately for objections, features, emotions, buying signals, and patterns—that reliably surfaces purchase intent hidden in interview conversations. With clear confidence thresholds based on pattern frequency across multiple interviews, founders can transform qualitative data into actionable product development signals.