
A mood score can tell you the customer is upset. It cannot tell your product team what to fix—or stop the next avoidable contact from happening.

Pendo, Idiomatic, Keatext and Zonka Feedback all promise the same thing - that the pile of reviews, tickets and survey replies your customers leave behind can become a to-do list. Here is how the category actually works, and where each tool fits.

SentiSum, Sleekplan, Birdeye, Kapiche, Frill and Savio all promise to turn customer noise into a roadmap. They disagree, loudly, on what that even means.

SentiSum, airfocus, Contentsquare, Feedier, Nolt, Featurebase, Condens and Mopinion all promise to tell you what customers really want. Here is how the feedback-tool landscape actually splits up - and which slice each one owns.