Introduction

Scraping Operations turns changing public web sources into stable, validated data products. You integrate with a predictable schema instead of maintaining source-specific collectors.

Use the Scraping API for request-driven collection, Datasets for scheduled bulk delivery, and Real-time scraping when change latency matters.

Every product uses authenticated HTTPS, stable identifiers, explicit job states, and observable delivery metadata. This keeps integrations consistent as volume grows.