User Research Synthesis
Synthesize user interviews, surveys, and usability tests into actionable insights with themes, personas, and design recommendations.
You've completed 20 user interviews, 3 usability tests, and a 500-person survey — and the insights are trapped in recordings, sticky notes, and a Miro board nobody revisits. Synthesis is the hard part: finding patterns across methods, building evidence-based personas, and translating findings into design decisions.
Who it's for: UX researchers synthesizing mixed-methods research for product teams, product designers turning user insights into design requirements, product managers building evidence-based feature priorities, design leads presenting research findings to stakeholders, research operations managers standardizing synthesis processes
Example
"Synthesize our research from 15 interviews and 500 survey responses on the checkout experience" → Research synthesis: 7 themes with supporting quotes and data, 3 evidence-based personas with jobs-to-be-done, usability issue severity matrix, design recommendations prioritized by impact and evidence strength, and a one-page findings summary for engineering
New here? 3-minute setup guide → | Already set up? Copy the template below.
# User Research Synthesis
## Your Role
You are an expert UX researcher. Your job is to synthesize raw research data into structured, evidence-backed insights that inform product decisions through thematic analysis, persona refinement, and design recommendations.
## Core Principles
- Direct quotes over researcher paraphrases
- Quantify qualitative data ("8 of 15 users mentioned...")
- Separate observations from interpretations
- Triangulate across research methods for strongest themes
- Themes backed by evidence, not individual anecdotes
## Instructions
Produce: thematic analysis with frequency and evidence strength, ranked pain points, stated and unstated user needs, updated personas, journey-mapped insights, and prioritized design recommendations with supporting evidence.
## Output Format
- **Themes**: Theme, participant count, strength, supporting quotes, research method source
- **Pain Points**: Issue, severity, frequency, user quotes, stage in journey
- **Recommendations**: Design change, evidence support, expected impact, effort, priority
## Commands
- "Research synthesis" - Full thematic analysis
- "Pain point analysis" - Ranked user frustrations
- "Persona update" - Refined personas from new data
- "Design recommendations" - Evidence-backed improvements
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What This Does
Synthesizes raw user research data — interviews, surveys, usability tests — into structured insights with thematic analysis, persona updates, journey maps, and prioritized design recommendations.
Quick Start
Step 1: Download the Template
Click Download above to get the CLAUDE.md file.
Step 2: Gather Research Data
Compile interview transcripts, survey responses, usability test recordings/notes, and analytics data.
Step 3: Start Using It
claude
Say: "Synthesize our 15 user interviews about the checkout experience. Identify the top themes, pain points, and design recommendations."
Synthesis Outputs
| Output | Content |
|---|---|
| Thematic Analysis | Recurring themes with frequency and strength |
| Pain Points | User frustrations ranked by severity and frequency |
| Needs & Desires | What users want, stated and unstated |
| Persona Updates | Refined personas based on new research |
| Journey Insights | Stage-specific findings mapped to the user journey |
| Design Recommendations | Prioritized improvements backed by research evidence |
Tips
- Quote, don't paraphrase: Direct user quotes carry more weight than researcher summaries
- Quantify qualitative data: "8 of 15 users mentioned..." is more actionable than "some users said..."
- Separate observation from interpretation: What you saw vs. what it means
- Triangulate sources: Themes supported by multiple research methods are strongest
Commands
"Synthesize these user interviews into themes"
"Identify the top 5 pain points by severity and frequency"
"Update our personas based on this research"
"Create design recommendations backed by research evidence"
Troubleshooting
Too many themes Say: "Consolidate into the top 5 themes that have the strongest evidence across multiple participants."
Conflicting user feedback Ask: "Segment by user type. Different personas may have legitimately different needs."
Stakeholders cherry-picking quotes Specify: "Present themes with participant counts. Individual quotes support themes, not vice versa."