Templates · user research notes
Affinity Mapping Template (free)
Organize messy user research notes into meaningful clusters so you can identify patterns, prioritize themes, and make confident product decisions.
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Representative quote: "Every Friday turns into report cleanup. The exports don't line up, the labels are different, and I spend an hour just making it presentable for leadership."
Recommended action: Simplify recurring workflow steps by standardizing outputs and reducing the need for manual re-entry or cleanup.
Representative quote: "I have to ping design, then sales, then legal—otherwise everyone assumes someone else owns it."
Recommended action: Clarify ownership and handoff expectations with visible status indicators, named owners, and notification rules.
Representative quote: "I never know which report is the real one unless I ask ops to confirm it."
Recommended action: Create a single reliable source of truth for status and reporting with clearer freshness and ownership signals.
Representative quote: "The request is basically done, but it sits there until finance signs off, and if they're in meetings all afternoon, we're stuck."
Recommended action: Audit high-friction approval points and redesign them with SLAs, escalation paths, or reduced approval requirements.
Representative quote: "I usually have the numbers in one dashboard, approvals in email, and the final update in Slack. By the time I piece it all together, the meeting has already started and I'm still screenshotting stuff."
Recommended action: Consolidate key workflow touchpoints or improve integrations so users can complete common tasks without jumping between systems.
How to use
How to use it
- Dump all your raw notes
After your research sessions, paste every observation, quote, and field note into the Raw Notes section — don't filter or interpret yet, just get everything out. - Group notes into clusters
Read through all notes and physically or digitally move similar ones together, then write a short theme label that honestly describes what connects them. - Score each theme by frequency and severity
Count how many participants contributed notes to each cluster and rate how seriously the theme affects the user experience on a 1–3 scale. - Define one action per theme
For every cluster, write a single specific next step — a design change, a stakeholder to brief, or a hypothesis to test — so the map drives real decisions.
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Why teams skip the template
Usercall reads the user research notes for you and drafts the themes, quotes and recommendations. See how qualitative analysis works.
- Manually clustering hundreds of notes takes hours
Moving sticky notes or rows one by one into theme groups is time-consuming and easy to abandon halfway through when research backlogs pile up. - Theme labels are subjective and inconsistent across teammates
Two researchers grouping the same notes will often produce different clusters, making it hard to compare studies or build a reliable pattern library over time. - Insights lose urgency by the time the map is finished
By the time you've clustered, scored, and written up actions — often days after fieldwork — stakeholder interest has moved on and the window to act has narrowed.
Keep reading
More templates.
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How Usercall does this
Qualitative analysis
Transcripts and open-ends, coded with their quotes
Research triggers
Interview people at the moment something happens
Voice of customer analysis
Every feedback source in one analysis
Sample interviews and reports
Hear an AI-moderated interview and open a real report
Free question generators
Interview guides and NPS, CSAT, CX and employee surveys
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Analyze your user research notes automatically — no template needed
Free to start. Upload transcripts, notes or survey responses and get themes with the quotes attached.
