Detecting website changes in real time — scalable scraper + alert pipeline

Detecting website changes in real time — scalable scraper + alert pipeline targets a $6.0B = 500k potential enterprise & mid-market buyers x $12K ACV total addressable market with medium saturation and a year-over-year growth rate of 18% CAGR (web-data & monitoring demand driven by e-commerce and intel use cases).

Key trends driving demand: AI-assisted extraction -- models generate and repair selectors, reducing maintenance burden; Serverless/headless browser economics -- lower infra costs enable affordable real-time checks; Shift to real-time signals -- buyers demand lower latency for pricing and fraud detection; Verticalized templates -- industry-specific parsers (retail, finance) speed deployment.