Classification analysis reveals that “detractor” isn't one thing — it's at least six different things.
Split the label
Slow first response, repeated handoffs, incorrect answers, no ownership, channel friction and tone are separate failures with separate fixes. Reporting them as one theme guarantees the wrong remediation.
Key takeaways
- A theme that maps to more than one owner is not a theme yet.
About the author
Elena Moretti
Head of CX Strategy, InsightNarrator
Ten years building CX programmes for European enterprises, previously at a top-5 European retail bank. She writes about turning verbatims into decisions.
Connect on LinkedIn