Scraping as a Service

Scraping as a Service (ScraS) is a business model where a provider manages all the infrastructure of web data collection - proxies, CAPTCHA solving, JavaScript rendering, anti-bot evasion - and delivers extracted data to customers via API or file delivery, without the customer needing to build or maintain a scraper.

Rather than writing and maintaining scrapers, customers pay a service fee and receive structured data. Common providers offer configurable extraction templates, scheduled runs, and delivery to cloud storage or webhook endpoints.

The distinction between scraping as a service and a purpose-built data API matters: scraping services still depend on fragile HTML selectors and may break when the source website changes layout. Purpose-built data APIs (like HappyEndpoint's) deliver native data through stable, documented interfaces that do not depend on HTML structure.