How do I run surveys and collect customer feedback at scale with AI?

AI now helps at every step: generating the survey from a prompt, asking adaptive follow-up questions like a human interviewer, and clustering thousands of open-text answers into themes and sentiment in minutes. Conversational AI survey tools blur the line between a survey and an interview, so you get qualitative depth at quantitative scale. The founder's job shifts to asking unbiased questions and reading the themes critically, since the analysis itself is nearly free.

A quick orientation. The real value is below: resources worth your time, from people who've actually done it.