Automated stock screener - replace costly advisory with scripts

Automated stock screener - replace costly advisory with scripts targets a $1.2B = 3,000,000 paid retail traders x $400 ACV total addressable market with medium saturation and a year-over-year growth rate of 8-15% annual growth in retail quant and screener tool adoption.

Key trends driving demand: Retail quant adoption -- more retail traders learning scripting and quant methods, increasing demand for automation.; Broker APIs and integrations -- brokers exposing programmatic access enables direct automation and order routing.; Low-cost cloud execution -- cheap serverless and VPS options make scheduled backtests and live screening affordable.; No-code/low-code finance tools -- increasing appetite for configurable templates that non-developers can deploy..