Cancellation surveys produce noise. This works through open text answers and separates the stated reason from the pattern underneath.
Use it on at least twenty responses. Below that you are reading anecdotes with extra steps.
Churn interview synthesiser
Turns twenty cancellation interviews into three real reasons.