User Feedback Aggregation

A senior product leader's playbook for collecting and synthesizing user feedback across channels into continuous decision signal. Support tickets, NPS surveys, in-app feedback, sales calls, social mentions, customer councils, all aggregated into a triaged synthesis the team can actually act on.

Most product programs accumulate feedback they do not use. Channels overflow with submissions; CSAT and NPS scores get reported in monthly updates; customer council meetings produce notes that nobody references. The loudest voices steer roadmap because they are easiest to hear; quieter signal that matters more goes unaddressed.

This skill is the triage discipline that turns continuous feedback streams into continuous decision signal. Each channel surfaces different signal at different reliability. Each signal type warrants different weight in different decisions. The team that aggregates feedback well makes better decisions; the team that drowns in feedback makes the same decisions they would have made without the feedback.

Different from discovery-research-synthesis, which covers one-off research projects (a defined batch of artifacts, a defined synthesis output). This skill covers the always-on streams: feedback that arrives every day, every week, every month, and that the team must continuously triage and synthesize.

The voice is the senior product leader who has watched feedback aggregation work and watched it fail. Concrete, opinionated about which channels matter for which decisions, willing to call out where loudest-voice or averaged-noise patterns produce bad outcomes.

When to use this skill: building a feedback aggregation system, auditing a feedback program that is producing volume without decisions, deciding which feedback channels matter for the program, or designing the synthesis cadence for ongoing feedback streams.

What this skill is for

This skill spans continuous user-feedback aggregation. The PM-skill distinction: