Engineers & consultants lose 15 min daily — semantic auto-search fix

Engineers & consultants lose 15 min daily — semantic auto-search fix targets a $24.0B = 10M teams x $2,400 ACV (annual per-team spend on knowledge/enterprise search tooling) total addressable market with medium saturation and a year-over-year growth rate of 18% (knowledge-management & enterprise search segment growth driven by AI tooling adoption).

Key trends driving demand: LLM+embeddings -- semantic search now delivers relevance beyond keyword matching, enabling cross-format retrieval (PDFs, PRs, slides).; Distributed work -- teams spread across tools/clouds need unified search across silos, increasing demand for cross-connector solutions.; API-first adoption -- developer teams prefer lightweight, programmable search APIs and SDKs that integrate into existing workflows.; Automation expectations -- users expect instant answers and summaries, not just links, driving demand for on-the-fly summarization..