Surveys ask the questions you think to ask. Insight7 surfaces the things customers are saying that you would never have asked about. Both have value, but conversation signal is faster and more honest.
Yes. Run themes across the full customer journey: prospecting through expansion. Spot signals in one stage that show up in another.
Most teams find the AI clustering matches manual research analysis at 80%+ on first pass. Researchers refine and approve, and accuracy improves with feedback.
Yes. Insight7 pushes structured themes and direct quotes to Productboard, Jira, and other tools, with links to source calls so PMs can validate the evidence.
Yes. Most teams use Insight7 for ongoing signal and continue running structured research projects on top of it. The two are complementary.