What is customer feedback management?
Customer feedback management is the work of turning customer signal into product decisions while you build.
It covers collecting feedback, grouping it into themes, ranking those themes, turning the strongest ones into work and telling customers when that work ships.
It isn't just an inbox or feedback board. Collection gives you a queue. Management gives you an order of work.
Why it matters for product builders
At low volume, 1 person can hold the whole picture in their head. The practice matters when nobody can, which usually happens earlier than expected.
What changes in AI-first products
Feedback management used to happen in batches: collect the quarter's feedback, analyze it, then update the plan. Classification and grouping can now run whenever new signal arrives.
The operation became continuous. The judgment gate did not. A current list still needs someone to decide what matters.