ScrapingLab vs Roborabbit
Best for: Users evaluating no-code scrapers who need reliable workflows with team support. | Winner: Teams that want purpose-built web scraping with visual workflows and structured data export.
ScrapingLab and Roborabbit both offer no-code web scraping, but they serve different use cases — ScrapingLab is built specifically for data extraction workflows, while Roborabbit is a broader browser automation tool.
Overview
Roborabbit (formerly Browserbear) is a general-purpose browser automation platform with web scraping capabilities. ScrapingLab is purpose-built for structured data extraction with a visual workflow builder.
Key Differences
| Feature | ScrapingLab | Roborabbit |
|---|---|---|
| Primary focus | Data extraction | Browser automation |
| Workflow builder | Visual drag-and-drop | Task builder with steps |
| No-code | Yes | Yes |
| API triggering | Pro plan | Yes |
| Scheduling | Built-in | Built-in |
| Data export | CSV, JSON, webhooks | API response, Zapier |
| Screenshots | Built-in, every run | Yes |
| Team collaboration | Scale & Enterprise plans | Limited |
| Proxy rotation | Built-in | Not available |
| Pricing | From $49/month | Free trial available |
Choose ScrapingLab when
- Structured data extraction is your primary goal — not general browser automation
- You need built-in proxy rotation to avoid IP blocks
- Team collaboration matters — share workflows across your organization
- You want multiple export formats (CSV, JSON, webhooks) without extra setup
- You need a visual builder optimized for scraping-specific steps
Choose Roborabbit when
- You need general browser automation beyond just scraping (form filling, testing)
- API-triggered automation is your primary use case
- You need Zapier integration for connecting to other tools
- You want a broader RPA (robotic process automation) tool
Migration
Most Roborabbit scraping tasks can be recreated in ScrapingLab’s visual builder. The key advantage is that ScrapingLab workflows output structured data directly, rather than requiring you to parse API responses.