Product Intelligence — Product Department Intelligence Engine

Automated competitor feature tracking and user feedback synthesis. UAOP Stage 1 + Stage 5 for Product.

When to use

• Tracking competitor product launches and feature changes
• Synthesizing user feedback from multiple channels
• Validating feature hypotheses before building
• Quarterly product roadmap planning
• Sprint prioritization — "what should we build next?"

Pipeline

Step 1: Competitor Feature Scan

• Monitor competitor changelogs, release notes, Product Hunt launches
• Track feature additions/removals across LangChain, CrewAI, AutoGen
• Identify feature gaps (they have it, we don't) and advantages (we have it, they don't)