Why Customers Don't Use the Feature You Built (2026 Guide) A seven-stage diagnostic for feature nonuse: what the 80% unused stat really measured, how long to wait, how to ask, and when to fix, wait or remove.
How to Measure Whether a Feature Solved the Problem (2026 Guide) A five-step method to measure if a feature solved the problem: timed intervals, five denominators, quality, and honest small-sample reporting.
How to Read AI Chat Logs for Unfinished Customer Work (2026) A hand-run method to classify AI assistant chats as resolved, partial, unresolved, or unclear, and turn unfinished customer work into roadmap input.
How to Find Customer Friction in Session Replays: 2026 Guide A 7-step method to find customer friction in session replays: pick the right sessions, spot friction signals, confirm patterns, and verify fixes.
What Is a Product Factory? How to Build One With AI Agents (2026) A product factory turns AI-assisted building into better customer outcomes. The 6-part method: inputs, contributors, guardrails, release, and follow-up.
How to Validate a Feature by Shipping a Small Version (2026) Validate feature requests with real use: the 8-step Ship First loop, a cost comparison, a worked example, and when a mockup is still the better test.
Audio vs Video AI-Moderated Interviews: Which Should You Run? (2026) Choose audio or video AI-moderated interviews with a 7-step method, a worked pricing-page example, and clear rules on when a human moderator wins.