Turn scattered PM research and feedback into a learning workspace

Turn scattered PM research and feedback into a learning workspace targets a $2.4B = 400K product teams × $6K ACV total addressable market with medium saturation and a year-over-year growth rate of 12% YoY (industry estimates for PM tooling and AI productivity stacks).

Key trends driving demand: Trend — AI-first productivity tools are being adopted rapidly, creating demand for workflow-specific assistants that reduce manual synthesis work.; Trend — Distributed and remote product teams rely on asynchronous artifacts and need centralized searchable context to avoid repeated discovery and rework.; Trend — Growth of user research programs and customer feedback channels increases the volume of unstructured inputs that require automated synthesis.; Trend — Rising acceptance of embedding-based retrieval and fine-tuning enables personalized, private knowledge layers that improve over time..