Cluster real user pain from public forum posts into concise problem statements

Cluster real user pain from public forum posts into concise problem statements targets a $6.0B = 2M product teams × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 15% YoY — based on combined growth in customer insights, social listening, and product analytics markets (source: industry reports on customer analytics and social listening growth).

Key trends driving demand: Trend — Product teams increasingly demand evidence-backed discovery workflows, creating demand for tools that surface validated pain rather than raw signals.; Trend — Advances in embeddings and vector databases make high-quality semantic clustering feasible and cost-effective at scale.; Trend — Companies are shifting budget from ad hoc research and consultancy toward SaaS tools that systematically feed product decision pipelines..