You used to shop with us most weeks. What changed?
Lapsed Customer Research
Interviewer agent · 1.1K uses
Price is what people say. It is almost never what started it. People rarely switch brands over a price they have been paying for years. Something happens, they start looking, and price becomes the reason they give afterwards because it is the easiest one to say. This conversation walks the switch chronologically and finds the moment the search began.
Start from this conversation and adapt it to your team — change any question, add your own logic, and connect the tools you already use.
The core fields every response captures.
Always ask what first made them consider an alternative at all
Ask what nearly kept them, since that is the thing worth protecting
Follow-ups that change based on what people say.
If they offer price first, ask what else was happening around that time and what they compared it to
If they describe a single incident, ask whether it was the cause or the last straw
Different paths for different answers.
Flag customers showing the same early pattern to retention before they switch
Send product and quality triggers to the brand team with verbatim quotes
Actions that fire the moment a response comes in.
Alert #brand in Slack when a new switching trigger appears three times
Update the customer record in HubSpot with the real trigger, not the stated reason
Create a Salesforce task when a high-value customer shows pre-switch signals
The conversation asks the participant to name the old brand and the new one, then walks the switch in order: what made them consider an alternative, what happened just before, the moment of the purchase decision, and how it felt afterwards. When price comes up it is neither accepted nor dismissed. The conversation asks what else was happening at the time and whether price alone would have been enough.
Recruit recent switchers from your own lapsed list or a panel that can screen for the category
Name the competitor set you care about, without letting the conversation name it first
Decide whether you are testing one trigger hypothesis or exploring openly
Route the recoverable patterns to retention before the next purchase cycle
Static forms force complex situations into rigid dropdowns. Perspective captures structured data and the reasoning behind it — so your team makes better decisions, faster.
No context. No follow-up. No next step.
"Tell me more about the timeline — when did this start, and is there a deadline your team is working against?"
Extracted & structured automatically
Category
High-priority
Urgency
Deadline: 2 weeks
Sentiment
Frustrated but hopeful
Next step
Route to senior team
Right team. Full context. Instant action.
Brand switching research interviews people who moved from one brand to another in the same category, to understand what caused the move. It is distinct from churn analysis, which identifies who left, and from brand tracking, which measures perception among people who have not necessarily done anything. The value is in the mechanism: switching is a process with a trigger, a search phase and a decision, and each stage offers a different intervention point.
More retail templates for lapsed shoppers, competitor choice and repeat purchase.
You used to shop with us most weeks. What changed?
Interviewer agent · 1.1K uses
You use both shops. What decided this trip?
Interviewer agent · 1.6K uses
Did the rewards actually decide where you shopped that day?
Interviewer agent · 1.5K uses
Where do you shop for this now?
Interviewer agent · 1K uses
Walk me through last week's shops.
Interviewer agent · 1.6K uses
If the discount hadn't been there, where would you have stopped?
Interviewer agent · 938 uses
How brand teams find the trigger behind a switch rather than the excuse.

Why behavioral data shows the drop-off and never the decision behind it.
Read article
Nine retail CX platforms compared by how well each explains shopper behavior.
Read article
Where long forms lose people, and what a conversation recovers that a form cannot.
Read articleReplace drop-off, poor qualification, and missing context with AI conversations that capture structured data and real understanding. Set up in minutes.
No credit card required • Cancel anytime