focus-group

Run a simulated focus group: AI personas grounded in your CRM data react to messaging, pricing, or creative stimuli, producing a transcript with per-segment sentiment, consensus themes, objections, and explicit confidence caveats — directional hypotheses, not real consumer research. Triggers on "/omni-growth-engine:focus-group", "test this messaging before we spend on research", "how would our segments react to this pricing", "run a synthetic panel", "which positioning lands better". Builds and reuses panels via audience-simulator.py, reads the brand profile, and shares panel IDs with /omni-growth-engine:message-test.