Customer feedback, in depth
Feedback splits usefully along two axes: solicited versus unsolicited, and structured versus unstructured. A survey you send is solicited and structured; an angry tweet is unsolicited and unstructured. The most operationally valuable feedback sits in the middle — unsolicited (so it reflects real moments of friction) but structured (so it can be counted and compared). That is the slot a categorized feedback widget fills.
The common failure mode is not collecting too little feedback but collecting it into too many places. Signal scattered across email, chat, reviews, and call notes cannot be weighed, so decisions default to the loudest recent voice. Consolidation into one categorized stream is usually worth more than any increase in volume.
Putting it into practice
A practical setup: one entry point in the product (a widget or feedback button), pre-set categories so users classify as they type, and a single inbox where the team triages weekly. TellTide implements exactly this loop, keeping raw feedback private until the team chooses what becomes a public roadmap item.
