Prioritize Fixes With Evidence
Every team has more possible fixes than time. The risky part is not having a backlog. It is not knowing which work is grounded in real user pain and which work is just a convincing internal guess.
UserTold helps teams prioritize by keeping evidence attached from interview to work item. A fix is easier to trust when you can see what users said, what they did, where it happened, and who verified the source before handoff.
What evidence can and cannot tell you
Evidence can show:
- what a participant said or did
- where the moment happened
- what task or decision was in progress
- whether several moments point to the same problem
- whether there are smooth completions or counter-examples
- whether future interviews show similar pain after a fix ships
Evidence does not decide strategy, effort, revenue impact, or priority by itself. It gives reviewers a better starting point.
How to review Work
Use the draft Work summary as a lead, not as the answer.
- Read the grouped evidence.
- Open one or two source moments.
- Check whether the grouped moments really point to the same problem.
- Look for counter-evidence, such as users who completed the flow smoothly.
- Confirm the problem still exists in the product.
- Mark the Work ready, defer it in the backlog, split it, merge it, or dismiss it.
This gives your delivery system a cleaner input: reviewed work, not raw research notes.
What good prioritization looks like
Weak prioritization:
This has three mentions, so it is highest priority.
Source-backed prioritization:
Three review interviews show that team leads copy evidence into spreadsheets before sharing it with engineers. Two removed reviewer-only notes manually, and one abandoned the handoff. Interviews with solo builders completed smoothly, so the problem is specific to cross-team delivery.
The second version tells the team why this work is ready and where the uncertainty still is.
When evidence is missing
Missing evidence is useful too. It tells you not to pretend.
If important work has little or no linked evidence, choose one:
- link existing evidence that supports it
- run a focused study
- mark it as strategy-led work outside UserTold
- defer it until there is a clearer user problem
Do not invent a research story for a decision that came from somewhere else.
Next step
Use this guide when draft Work needs a delivery decision. Continue with Interviews to Issues after marking it ready or Track Resolved Evidence after Linear completion.