Overview
Transform scattered user feedback into structured insights that drive product decisions. This skill encodes the frameworks for synthesizing qualitative research into actionable findings.
Research Synthesis Process
RAW DATA → OBSERVATIONS → PATTERNS → INSIGHTS → RECOMMENDATIONS
Step 1: Extract Observations
From each interview/feedback source, capture:
- Direct quotes (verbatim)
- Behaviors observed
- Pain points mentioned
- Goals expressed
- Context details
Observation Format:
[Source ID] [Quote/Observation]
"I spend 2 hours every Monday just compiling reports" - User 5, Sales Manager
Step 2: Affinity Mapping
Group observations into themes:
| Theme | Observations | Frequency |
|---|---|---|
| Reporting pain | U1, U3, U5, U7, U9 | 5/10 |
| Mobile needs | U2, U4, U6 | 3/10 |
| Integration gaps | U1, U2, U8, U10 | 4/10 |
Step 3: Pattern Identification
Pattern Statement Format:
[WHO] experiences [WHAT problem/need]
when [CONTEXT/TRIGGER]
because [ROOT CAUSE]
Example:
Sales managers experience time-consuming manual reporting when preparing for weekly meetings because data lives in multiple disconnected systems.
Step 4: Insight Generation
Insight Format:
INSIGHT: [Actionable finding]
EVIDENCE: [Supporting data points]
CONFIDENCE: [High/Medium/Low]
IMPACT: [If we solve this, then...]
Example:
INSIGHT: Users need automated cross-system reporting
EVIDENCE: 5/10 users mentioned manual reporting pain, avg 2+ hrs/week
CONFIDENCE: High (consistent across segments)
IMPACT: Solving this would save ~100 hrs/month across user base
Persona Development
Persona Template
NAME: [Representative name]
ROLE: [Job title]
SEGMENT: [Customer segment]
GOALS
- Primary: [Main objective]
- Secondary: [Supporting goals]
PAIN POINTS
- [Pain 1]: [Impact]
- [Pain 2]: [Impact]
BEHAVIORS
- [How they work today]
- [Tools they use]
- [Decision-making style]
QUOTES
"[Verbatim quote that captures their perspective]"
SUCCESS METRICS
[How they measure success in their role]
Persona Validation Checklist
- Based on actual research (not assumptions)
- Represents a significant segment
- Distinct from other personas
- Actionable for product decisions
- Includes both goals and frustrations
Insight Prioritization
Impact/Frequency Matrix
HIGH FREQUENCY
│
Address First │ Top Priority
(Common but │ (Common and
low impact) │ high impact)
│
─────────────────────┼─────────────────────
│
Monitor │ Opportunistic
(Rare and │ (Rare but
low impact) │ high impact)
│
LOW FREQUENCY
LOW ←──────────────→ HIGH
IMPACT
Prioritization Criteria
| Factor | Weight | Questions |
|---|---|---|
| Frequency | 30% | How many users mentioned this? |
| Severity | 25% | How painful is this problem? |
| Business Impact | 25% | Does this affect revenue/retention? |
| Solvability | 20% | Can we realistically address this? |
Research Report Structure
EXECUTIVE SUMMARY
- Key findings (3-5 bullets)
- Recommended actions
METHODOLOGY
- Research type and sample
- Limitations
KEY INSIGHTS
- Insight 1 + evidence
- Insight 2 + evidence
- Insight 3 + evidence
PERSONAS (if applicable)
- Persona summaries
RECOMMENDATIONS
- Prioritized actions
- Quick wins vs. long-term
APPENDIX
- Raw data summary
- Full observation list
Quality Checklist
Before presenting findings:
- Insights are based on patterns, not single data points
- Direct quotes support each finding
- Confidence level is stated
- Recommendations are actionable
- Limitations are acknowledged
Resources
references/
- interview-guide.md — Research interview question templates
- analysis-methods.md — Qualitative analysis techniques
assets/
- persona-template.pptx — Persona presentation format
- affinity-map-template.xlsx — Affinity mapping spreadsheet
