focus-group

Pricing strategy testing works by presenting pricing variants to AI-simulated audience panels grounded in your CRM context. The Skill generates segment-level transcripts with sentiment analysis, objections, and confidence limitations to validate pricing hypotheses before live research.

Audience segmentation requires loading or creating an audience panel from local brand and CRM context. The Skill builds segment profiles from CRM-derived behavioral patterns, allowing you to evaluate stimuli across 2 to 6 segments with structured questions and segment-level transcripts.

Yes, you can use CRM data to predict audience reactions by grounding synthetic focus groups in CRM-derived segment profiles. The Skill presents positioning stimuli with structured questions and outputs sentiment, objections, improvement suggestions, and explicit confidence limitations.

Side-by-side variant comparison evaluates multiple messaging, pricing, creative, or positioning variants across 2 to 6 segments. The Skill presents structured questions to CRM-grounded panels and outputs segment-level transcripts with sentiment, objections, and recommended changes for each variant.