Quickly find answers inside long PDFs using conversational AI

Quickly find answers inside long PDFs using conversational AI targets a $6.0B = 30M knowledge workers × $200 ACV total addressable market with medium saturation and a year-over-year growth rate of 25% YoY — adoption of AI productivity tools and RAG solutions is accelerating (McKinsey / Forrester synthesis, 2023-2024).

Key trends driving demand: Trend — Retrieval-augmented generation (RAG) is enabling reliable, source-backed answers which increases trust in document chat products.; Trend — Students and knowledge workers are adopting LLMs for research and summarization, accelerating demand for document-specific tooling.; Trend — API and managed vector DB costs are falling and performance is improving, enabling startups to ship fast without heavy infra investment.; Trend — LMS and note-taking ecosystems are opening plugin marketplaces, creating easy distribution channels for education-focused apps..