Insights on expert networks, market research, UX research, and AI training from the CleverX team.
203 articles
High-performing product teams run 2-4 user interviews per week. Here are the benchmarks, bottlenecks, and setup steps that separate them from the rest.
A buyer's guide to research platforms that help SaaS PMs and growth teams understand why trial users do not convert to paid.
Most teams run concept tests with 8-15 people and call it done. Here is how to run 400 responses in a single sprint without sacrificing quality.
Most GTM failures trace to untested assumptions, not bad products. Here is how to stress-test your go-to-market hypothesis with real buyers before you spend.
Most product teams under-budget UX research. Here is what teams at your ARR stage actually spend, and how to build a defensible number for your next planning cycle.
Scaling paid acquisition before validating channel fit burns budget fast. Here is how to pressure-test your channel hypotheses with real buyers in under two weeks.
Annual planning without customer signal is guesswork. Here is how product and research teams run 100 interviews in time to shape the roadmap and OKRs.
Most churn research starts too late. AI interview agents let CS and product teams interview at-risk customers at scale before the cancellation request arrives.
Most AI interview platform comparisons stop at feature tables. Eight criteria that separate the right tool from an expensive mistake for product teams.
C-suite interviews fail most often at the calendar stage. AI moderation eliminates that bottleneck and lets executives participate on their own schedule, without a live researcher in the room.
Win/loss programs fail when reps run their own interviews. Here is how AI moderation removes bias and lets you run 10x more conversations per quarter.
Voxpopme collects async video responses. CleverX runs live AI-moderated interviews with verified B2B professionals. Here is how to decide between the two.