focus-group - Run Synthetic Focus Groups
Run simulated focus groups using synthetic panels from CRM data to test messaging, pricing, and positioning before live research spend.
Tags
Updated: 2026-09-19Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Create synthetic audience panels
- Present testing stimuli to panels
- Generate segment predicted responses
- Analyze cross segment response patterns
- Synthesize strategic recommendations
- Assess prediction confidence ratings
Inputs
- Testing stimuli
- Audience panel criteria or ID
- Evaluation questions for panel
- Segment representation count
Outputs
- Structured focus group report
- Segment reaction transcripts
- Consensus and divergence themes
- Overall sentiment distribution assessment
- Cataloged objections with severity
- Concrete improvement suggestions
- Confidence rating with explanation
- Real world validation next steps
Requirements
- Active brand profile json configuration
- Python runtime with audience simulator script
- CRM behavioral dataset