User research for AI products: a PM's guide for 2026
AI products break the rules of traditional UX research. Here is what PMs actually need to test: trust, hallucination tolerance, and probabilistic outputs.
Insights on expert networks, market research, UX research, and AI training from the CleverX team.
AI products break the rules of traditional UX research. Here is what PMs actually need to test: trust, hallucination tolerance, and probabilistic outputs.
Your mobile-app research toolkit won't cut it when the user is driving. Here's what automotive PMs actually need to test in-vehicle UX.
Most e-commerce teams over-invest in checkout testing and ignore browse and post-purchase. Here is how to research across the full funnel.
EdTech PMs face a challenge most miss: the buyer, the gatekeeper, and the user are three different people. Here is how to research all of them.
Government UX research isn't just commercial research with a compliance layer. Equity, trust dynamics, and multi-channel complexity change everything.
Shopper and buyer are rarely the same person in retail and CPG. Here's the research framework PMs use to cover every touchpoint in the path to purchase.
Most SaaS PMs run research like it's a consumer app. Here's why that misses the account-level dynamics that actually drive renewal and retention.
Insurance is the one product category where users don't understand what they bought until it's too late. Here's how PMs research that gap.
Still stitching Zoom, Otter, and Dovetail together for every interview? Here are 10 tools that handle recording, transcription, and synthesis in one place.
Busy executives, global teams, non-traditional schedules: async interviews solve what live calls can't. Here are the 10 platforms worth shortlisting.
Running 50+ B2B interviews in two weeks sounds impossible with traditional stacks. Here are the 10 platforms that actually make it work.
Compare 10 customer satisfaction survey tools for CSAT, NPS, and CES. Ranked by metric, channel, and use case to help you choose the right fit.