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Synthesize Product Feedback Into Themes

Design a research workspace for tagging mixed feedback, testing emerging themes, and tracing every conclusion back to evidence.

Desktop web2 to 4 hours

The brief

Understand the problem

Background

Feedback arrives through interviews, surveys, sales notes, and support conversations. Teams often count loosely defined tags as if they were equivalent evidence, then lose the comments that challenged a popular theme.

User context

Priya is reviewing feedback about a new export workflow. She has 86 items from four sources and needs to prepare a synthesis for product planning without overstating a vocal customer segment.

Product problem

Researchers need to apply and refine a shared taxonomy while preserving source context, contradictory evidence, and confidence in each theme.

Objective

Create a tagging and synthesis workflow that turns a bounded feedback set into defensible product themes.

What to design

Define the experience

Required experience

  • Review feedback with source and customer-segment context
  • Apply, create, merge, and remove tags
  • Build a theme from supporting and contradictory items
  • Publish a synthesis snapshot with traceable evidence

Screens and states

  • Feedback inbox
  • Tag management
  • Theme workspace
  • Synthesis summary

Core user flow

Follow the critical path

  1. 01

    Priya filters the export study to recent support and interview items

  2. 02

    She tags several comments and merges two overlapping taxonomy labels

  3. 03

    She opens an emerging reliability theme and adds one contradictory interview quote

  4. 04

    She records confidence and the segments represented

  5. 05

    She shares a dated synthesis snapshot with links to the underlying items

Product rules

Requirements and constraints

Requirements

  • Preserve original wording, source, date, segment, and author permissions
  • Show how taxonomy changes affect existing tagged items before applying them
  • Separate item count from unique participant or account count
  • Support evidence that strengthens, weakens, or complicates a theme
  • Freeze published snapshots while allowing a later synthesis version

Constraints

  • Restricted research notes cannot appear in a broadly shared summary
  • Source volumes differ and cannot be treated as representative by default
  • A theme needs human-authored rationale rather than only a tag total

Reality check

States worth considering

One feedback item supports multiple themes
A tag merge creates an ambiguous label
A source item is deleted after a snapshot is shared
Two researchers edit the same theme at once

Ready-to-use content

Mock data

Use this content to test hierarchy and realistic data states. You can expand it when the concept needs more depth.

Feedback sources

  • 32 support conversations
  • 18 research interviews
  • 24 survey responses
  • 12 sales notes

Candidate themes

  • Unclear export progress
  • Large-file reliability
  • Permission confusion
  • Formatting fidelity

Finish line

What to deliver

  • Four desktop screens plus a taxonomy-change confirmation state

Optional direction

Visual resources

Use these as a starting constraint if you want one. They are not part of the required solution.

Font pairing
RobotoWater Brush

Roboto & Water Brush

Clear interface writing gives people the confidence to understand what changed and decide what to do next.

Icons
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