Customer feedback context workflow
Customer feedback that asks what they meant.
Use Lemma when a customer signal needs the reason behind it. Customers answer by voice, Lemma asks follow-ups, and your team receives usable context.
Feedback context
Turn a score or comment into the moment behind it
Signal
NPS, churn reason, support tag, product comment
Output
The reason behind the label
What happened? What did you expect? What should change?
Basic feedback capture
Capture the label.
A customer picks a score or leaves a short comment. Your team sees the label, but still has to guess what happened, why it mattered, and what should change.
Adaptive context capture
Follow up on the moment.
Lemma lets the customer explain the situation, then asks what happened and what should change.
Start with the signal. Let the follow-up find the reason.
Customer feedback is most useful when the team knows which decision it should inform.
What happened that made you want to give this feedback?
What were you trying to accomplish at the time?
What did you expect would happen?
What happened instead?
What would you change first?
Which quote should the team hear?
Usable context
Give the team evidence, not a pile of comments.
The goal is not to collect more feedback for its own sake. The goal is to understand what customers meant before the team acts.
Workflow informed
Customer situation
Reason behind the first answer
Repeated themes
Useful quotes
Recommended next action
When simple capture is enough.
Lemma is for feedback where the useful answer depends on what the customer says first. Keep simple capture when the team only needs a structured fact or rating.
Simple ratings where the score is enough
Structured facts that do not need explanation
High-volume operational workflows with fixed fields
Operational workflows that require unsupported form features
Build the feedback conversation that asks why.
Turn shallow feedback into an adaptive voice conversation that captures the context behind the first answer.
What should customer feedback ask?
Customer feedback should ask what happened, what the customer expected, and why it mattered. Fixed fields capture the category. Follow-up questions explain the situation behind it.
When should feedback become a conversation?
Feedback should become a conversation when the first answer is a label rather than context. Short answers can show where to look, but follow-up questions reveal the reason behind the label.
How is this different from fixed feedback?
Fixed feedback asks the same questions to every respondent. Lemma is useful when the next question should depend on the customer's first answer.