Bright Data — Scraper Studio

Build a scraper from natural language, then run it. Two commands live in this skill:

• bdata scraper create <url> <description> — describe what you want in plain English; Bright Data's AI Flow generates a scraper template and returns a collector_id.
• bdata scraper run <collector_id> <url> — run that collector (or any existing one from the Bright Data web UI) against a URL and get the extracted data back.

The bridge between the two is collector_id. It is printed by create and consumed by run. Always save it.

For pre-built scrapers on platforms like Amazon, LinkedIn, TikTok, Instagram, YouTube, Reddit, etc., stop and use the data-feeds skill instead — those scrapers already exist, are faster, cheaper, and more reliable than building a new one. Use Scraper Studio when no pre-built scraper covers the target site, or when the user wants a custom shape of output for an existing platform.

Setup gate (run first)