Quick-embed RAG chat for long docs, one script tag integration

Quick-embed RAG chat for long docs, one script tag integration targets a $3.0B = 500k target businesses x $6K ACV. Target businesses are product-led SaaS, fintech, marketplaces and regulated companies that publish user-facing policy, help, or compliance docs and will pay for ongoing support automation. total addressable market with medium saturation and a year-over-year growth rate of 20-30% growth in conversational AI and knowledge management spend as enterprises adopt RAG for support and docs..

Key trends driving demand: Cheap embeddings and model inference -- lowers per-query cost and makes RAG affordable for SMB widget deployment.; Shift to self-service support -- companies prefer reducing ticket volume with searchable docs and chat widgets.; Proliferation of single-script widgets -- lowers technical barrier for adoption of embeddable capabilities.; Compliance and documentation complexity -- more lengthy, changing policies increase demand for searchable documents..