Quality Assurance & Testing
Synthetic User Research
Use AI personas for early-stage research signal — with hard guardrails on what synthetic methods can and cannot validate. Use when asked to run synthetic user testing, simulate user reactions with AI personas, pretest a survey or message before fielding it, or decide whether synthetic research is appropriate at all. Produces a fit verdict for the question at hand, a persona-panel design grounded in real data, the findings labelled as synthetic throughout, and the follow-up plan with real humans. Never a substitute for discovery interviews — see discovery-interview-guide and user-research-synthesis for the real thing.
- Publisher / source
- mohitagw15856/pm-claude-skills (found on the CSV list)
- Upstream record
- mohitagw15856/pm-claude-skills
- Version
- Version 2
- Published
- Publication review
- Approved for publication · recorded passed scan 2026-11-02
- Content fingerprint
a74effcbfba9e75ad78e23e95ce4f25b2cd42e6243d4db2cc43c5594c10ea12a