Fast, affordable cleaned financial datasets + on‑demand web scraping

Fast, affordable cleaned financial datasets + on‑demand web scraping targets a $6.0B = 50,000 institutions (hedge funds, asset managers, fintechs, prop shops) x $120k avg spend/year on data & scraping services total addressable market with medium saturation and a year-over-year growth rate of 18%.

Key trends driving demand: Alternative-data adoption -- Smaller funds and fintechs increasingly rely on non-traditional datasets (web data, filings, product signals), boosting demand for curated financial web data.; Automation & tooling -- Advances in headless browsers, ML-based parsers and scraping orchestration reduce time-to-delivery and cost per dataset, enabling 24h turnaround models.; Shift to pay-as-you-go -- Buyers prefer smaller, modular purchases and one-off scrapes over large annual enterprise contracts, creating a market for low-ticket dataset bundles..