Find Why Users Get Stuck Before They Leave
Analytics can show the step where users leave. Session replay can show what happened on screen. Neither reliably explains what the user expected at the moment they got stuck. UserTold observes a real task, asks about that moment, and returns source-linked evidence for review before work is created.
Start with the unanswered question
Onboarding and activation problems often look obvious in a funnel but remain hard to explain:
- a new user reaches setup but never completes it
- a trial user visits the same page twice and leaves
- a buyer compares plans without choosing one
- an administrator opens documentation during an integration and does not return
- a user reaches a blank state instead of first value
The useful question is not only where did they leave? It is what were they trying to do, what did they expect, and what happened instead?
What each method can answer
These methods are complementary. Choose the smallest one that answers the question you actually have.
| Method | What it can tell you | Important boundary |
|---|---|---|
| Product analytics | Where behavior changes across users | It does not explain an individual user's expectation |
| Session replay | What happened on screen in one visit | The reason still has to be inferred unless the user explains it |
| Feedback widget | What a motivated user chooses to report | Silent users may never open it |
| Scheduled interview | Broader context, decisions, and relationships | The conversation may be separated from the product moment |
| Focused UserTold study | What happened in a real task and how the user explains that moment | It requires a reachable, consenting participant |
UserTold does not replace analytics or replay. It connects observed behavior to a focused debrief so the team can inspect both before deciding what to build.
Use it when the workflow matters
A focused in-product study is useful for onboarding, activation, pricing comprehension, setup, integrations, and other questions where the workflow itself is part of the problem.
Choose another method when you need representative market size, participant recruitment, broad brand research, or relationship and market signals that do not appear in the product. UserTold works with existing users your team can already reach; it does not recruit participants, guarantee responses, or reveal every reason someone churns.
A source-linked evidence chain
The agent keeps the task, observed behavior, debrief, conclusion, and resulting Work connected:
- Task: Find billing and review the current plan.
- Observed behavior: The participant opens account settings, returns to the previous page twice, then finds billing under workspace settings.
- Debrief: The participant explains that billing was expected under account settings.
- Source-linked conclusion: The observed navigation and explanation support a narrow information-architecture problem for review.
- Draft Work: Make the billing destination visible from the place users first look, without claiming this explains unrelated churn.
This is stronger than “billing is confusing” because a reviewer can inspect the task, route, behavior, explanation, and uncertainty before approving Work.
Run one focused study
Keep the task neutral and the sequence short:
speak: Explain the task and recording.observe: Stay quiet while the participant uses the product.talk: Ask about the pauses, retries, or unexpected path that just occurred.speak: Close the session.
Read when in-product interviews fit if you are choosing a research method. When evidence is ready for a decision, continue to Prioritize Fixes With Evidence.