Market Opportunity
Give AI agents reliable, scaled web data via a managed scraper network targets a $4.8B = 800,000 businesses × $6,000 ACV (annual spend on web-data/scraping APIs and managed scraping services) total addressable market with high saturation and a year-over-year growth rate of 12% YoY — estimated growth for web-data-as-a-service and scraping/platform tooling driven by AI/agent adoption (industry estimates, 2023-2025).
Key trends driving demand: Agentification — LLM-based agents increasingly need programmatic, real-time web inputs which creates demand for agent-friendly scraper APIs.; Shift to API-first data procurement — companies prefer API access to structured web data rather than building and maintaining scrapers in-house.; Hybrid hosting and compliance — enterprises demand private-hosted or on-prem options for sensitive scraping, making hybrid models more attractive.; Normalization and enrichment — customers expect cleaned, schema-normalized outputs rather than raw HTML or inconsistent JSON, raising the bar for providers..
Key competitors include Apify (open-source + cloud), Bright Data (formerly Luminati), Zyte (formerly Scrapinghub), Diffbot / Data-as-a-Service vendors.