Use when analyzing competitors, understanding competitive landscape, conducting SWOT analysis, or positioning your product against alternatives.
Use when setting up or improving a continuous product discovery practice with weekly customer interviews.
Use when preparing design specifications for engineering handoff and quality assurance.
Use when planning a product or feature launch and preparing go-to-market execution.
Use when you have raw user feedback from multiple sources (interviews, surveys, tickets, reviews) and need to extract themes, patterns, and actionable insights
Use when defining product metrics, designing experiments, analyzing feature adoption, or setting up measurement frameworks.
Use when starting any conversation — before ANY response including clarifying questions
Use when completing PM artifacts (PRDs, user stories, roadmaps) or before sharing with stakeholders to verify quality and completeness