tl;dr: Reworkd automates your entire web data pipeline, end-to-end. It understands websites, writes code, runs scrapers, and validates results — all from one simple system. Today, we're excited to launch our self-serve tool!

😩 The Problem

Collecting, monitoring, and maintaining a web data pipeline can be complex and time-consuming, especially at scale. Traditional methods often struggle with issues such as pagination, dynamic content, bot detection, and site changes—all of which can compromise data quality and availability.

To address web data needs, businesses are often faced with either building out an internal engineering team or outsourcing to a low-cost country. The former can be expensive, while the latter is often unsustainable and requires significant management oversight.

🚀 The Solution:

Recognizing the inefficiencies of traditional data collection methods, we have built a platform to provide co-pilot experience for scraping. Simply provide a list of websites along with your unified schema, and our platform automatically generates custom Playwright code for each site. You’re not locked into a black-box solution—you have full control to guide, tweak, or completely rewrite the code in our built-in IDE as needed.

In addition, our platform offers:

• Real-Time Dashboard: Monitor your scraping projects in real-time. Track outputs, scraper failures, unique results, visited pages, website review status, file downloads, and more.
• Scheduling and Deduplication: Run scrapers at your desired frequency, choose between full or incremental scraping, and deduplicate data based on a primary key.
• Bypass Anti-Bots: We manage all proxy and anti-bot measures—including captcha solving and diverse proxy setups—so you never have to worry about managing residential, data center, or other proxy types.
• Complex Data Types: We take care of downloading and hosting files, ensuring data availability even as source websites evolve.
• Seamless API Integration: Easily ingest your scraped data through our API.

🙏 Our Ask

• Support our Product Hunt Launch!
• Share Reworkd with anyone you know who is facing challenges in scaling their web data pipeline.