Product event
Track key product events with a simple JavaScript snippet.
Research triggers · Customer feedback moments
Talk to users when a trial ends or a plan change happens. Learn what’s missing when customers decide not to upgrade.
“The product looked useful, but I didn’t see enough value during the trial to justify paying for it.”
What people say at this moment
Why it happens
Users decide not to upgrade when the product doesn’t deliver enough value during a trial or free experience. Understanding these reasons helps teams improve conversion.
Typical causes include:
• users didn’t experience enough value during the trial
• key features are locked behind paid plans
• pricing feels high compared to the benefit
• onboarding prevented users from discovering important features
• users expected the product to do something different
Understanding these reasons helps teams improve trial conversion.
The gap
When users finish a trial or stay on a free plan, product analytics can show the outcome.
Teams can see:
• how many users start trials
• how many convert to paid plans
• when trials expire
But analytics cannot explain why users choose not to upgrade.
Did users fail to see enough value?
Was the product missing something important?
Did the pricing feel too high for what they experienced?
Without hearing directly from users, teams often guess what is preventing conversions

Timing
The most valuable feedback comes right when users decide not to upgrade.
At that moment, users clearly remember:
• what they expected the product to do
• how much value they experienced during the trial
• what was missing from the experience
Capturing feedback at the end of a trial or plan decision helps teams understand what prevented users from converting.
Instead of analyzing conversion metrics alone, teams can hear directly from users about why they chose not to continue.

Key moments
Upgrade decisions typically happen at predictable moments in the customer journey.
Common moments include:
Trial expiration
Users finish a trial but decide not to convert.
Free plan evaluation
Users continue using the free version but never upgrade.
Plan comparison
Users view pricing pages but do not choose a paid plan.
Downgrade or cancellation
Users move from a paid plan back to a lower tier.
Each of these moments can reveal the gaps between what users expected and what they experienced.
How to capture it
Instead of relying only on conversion metrics, teams can capture feedback when upgrade decisions occur.
For example:
Trial ends
→ Invite a quick conversation
→ Ask what was missing from the experience
→ Analyze patterns across responses
Because the user has just completed the trial, they can clearly explain:
• whether the product delivered value
• what features felt important
• what prevented them from upgrading
These insights help teams improve trial experiences and conversion rates.

What teams learn
When teams capture feedback from users who don’t upgrade, several patterns often emerge.
• users did not experience value during the trial
• key features were missing or unavailable
• pricing did not match perceived value
• onboarding prevented users from reaching important features
• users misunderstood what the product could do
Understanding these patterns helps teams improve onboarding, feature exposure, and pricing strategies.

Questions to ask
When users decide not to upgrade, simple questions can reveal what prevented conversion.
Examples include:
• What were you hoping this product would help you do?
• What did you like about the product during the trial?
• What was missing that prevented you from upgrading?
• How did the pricing compare to the value you experienced?
• What would make upgrading worthwhile?
These conversations help uncover the real barriers to conversion.

How it works
These insights often become clear when teams talk to users at the moment these events occur, while the experience is still fresh.
Track key product events with a simple JavaScript snippet.
Use events from tools like PostHog, Mixpanel, Amplitude or GA.
The event invites the user to a short voice chat with an AI interviewer.
Interviews are transcribed, analyzed and summarized into themes.
Frequent questions
More moments
Any product event can start a conversation. The research triggers page lists all ten.
Interview new users who sign up but never get started. Learn what blocked them from taking the first meaningful step.
Talk to shoppers when they abandon checkout or a cart. Discover the friction that stops customers from completing a purchase.
Talk to customers when they contact support. Understand the deeper product issues behind support requests.
Talk to users when they hit an issue, error, or failed action. Understand what they were trying to do and where the experience breaks.
Talk to users after key actions like searches, failed tasks, or abandoned flows. Understand the job they were trying to accomplish.
Talk to users when they stop using an important feature. Learn what they expected it to do and why it didn’t stick.
Talk to users when they abandon onboarding or setup. Find out exactly where people get confused and why they stop.
Interview users right after they sign up or create an account. Understand what they’re hoping to accomplish before they even start using your product.
Free to start. Your first trigger takes a few minutes to set up.