Continuous Feedback

Continuous feedback is an approach to user research where feedback collection runs as an ongoing process throughout the product lifecycle, rather than being triggered only at specific milestones like launches or quarterly research cycles.

In a traditional feedback model, teams collect user feedback at defined points: before a launch to validate, after a launch to assess, and occasionally in between when something seems off. The gaps between those points are periods where the product evolves without user input, which is when assumptions accumulate and blind spots develop unnoticed.

Continuous feedback closes those gaps. Feedback mechanisms are always active: triggered by user behavior, time intervals, or product events. New users complete an onboarding feedback flow. Power users get a pulse survey after reaching a usage milestone. Users who encounter an error get an in-session prompt. The stream of feedback is always running, and the patterns that emerge from it reflect the current user reality rather than a snapshot from three months ago.

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