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User research methods, customer insight gathering, and problem validation for product discovery.
npx skill4agent add nicepkg/ai-workflow user-research| Method | When | Sample | Duration |
|---|---|---|---|
| Interviews | Deep understanding | 15-25 | 45-60 min |
| Surveys | Quantitative validation | 100+ | 5-10 min |
| Usability | UX issues | 5-8 | 30-60 min |
| Observation | Real behavior | 3-5 | 2-4 hours |
| Analytics | Scale patterns | All users | Ongoing |
OPENING (5 min):
- Intro & rapport
- Permission to record
- Context setting
CONTEXT (10 min):
- Role and responsibilities
- Day-to-day workflow
- Tools used
DEEP DIVE (20 min):
- "Walk me through [process]..."
- "Tell me about last time [problem]..."
- "What frustrates you most?"
IMPACT (10 min):
- "What happens when [problem]?"
- "How much time/money does it cost?"
FUTURE (10 min):
- "What would ideal look like?"
- "What would you pay for [solution]?"
CLOSING (5 min):
- "Anything else?"
- "Can I follow up?"For 95% confidence, 5% margin:
- Population 100 → Sample 80
- Population 500 → Sample 217
- Population 1000 → Sample 278
- Population 10000 → Sample 370NAME: [Descriptive name]
ROLE: [Job title, company type]
QUOTE: "[Real quote from research]"
GOALS:
- [Goal 1]
- [Goal 2]
FRUSTRATIONS:
- [Pain 1]
- [Pain 2]
BEHAVIORS:
- [How they work]
- [Tools they use]
NEEDS:
- [Need 1]
- [Need 2]| Stage | Actions | Emotions | Pain Points | Opportunities |
|---|---|---|---|---|
| Aware | Search | Curious | Hard to find | SEO, content |
| Consider | Compare | Confused | Too many options | Comparison |
| Purchase | Buy | Anxious | Complex checkout | Simplify |
| Use | Onboard | Overwhelmed | Steep learning | Better UX |
| Hata | Olası Sebep | Çözüm |
|---|---|---|
| Low response | Wrong incentive | $50-100 gift card |
| Surface insights | Leading questions | "Why?" 5x |
| Conflicting data | Mixed segments | Segment analysis |
| No show | Scheduling issues | Calendar hold, reminder |
[ ] Research plan documented mi?
[ ] Sample size sufficient mi?
[ ] Questions non-leading mi?
[ ] Recording consent alındı mı?
[ ] Synthesis done within 24h mi?
[ ] Insights actionable mi?