Introduction
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- Data Validation
Custom Scrapers FAQs
Custom Scrapers is a tailored web scraping solution that allows you to extract structured data from any website. It’s designed for cases where Bright Data’s generic scrapers don’t meet your specific needs. You can choose to lead the project yourself (Custom Scraper route) or let Bright Data manage everything for you (Fully Managed route).
Custom Scrapers is ideal for:
- Businesses needing data from specific or complex websites
- Users with unique data requirements not covered by generic scrapers
- Enterprises looking for scalable, reliable, and accurate data extraction
- Teams that want either full control or a fully managed experience
Custom Scrapers can extract data from virtually any website, including:
- E-commerce platforms
- Real estate portals
- Job boards
- Social media sites
- Travel aggregators
- Business directories
- Sites with dynamic content, CAPTCHA, or anti-bot protections
Product Options
Feature | Custom Scraper (Customer-Led) | Fully Managed Solution (Bright Data-Led) |
---|---|---|
Who defines the project? | You | Bright Data |
Who manages development? | Bright Data (based on your specs) | Bright Data |
Control over schema | Full control – you define and approve | Collaborative – we define based on your goals |
Setup process | Submit form → Schedule validation meeting | Submit form → Bright Data contacts you |
Ideal for | Users with clear requirements and technical input | Users who want a hands-off experience |
Time to launch | Depends on complexity and customer readiness | Typically faster due to internal handling |
Support | Ongoing support available | Full support and proactive management |
Choose the Custom Scraper route if:
- You have a clear idea of what data you need
- You want control over the schema and scraping logic
- You prefer to be hands-on during the setup
Choose the Fully Managed route if
- You want Bright Data to handle everything
- You prefer a hands-off experience
- You’re looking for fast, expert-driven delivery
Process & Setup
- Choose your preferred route (Custom or Fully Managed)
- Submit your project details via the request form
- For Custom Scraper: Schedule a validation meeting with a Bright Data expert
- Bright Data builds and deploys your scraper
- Receive your data in your preferred format
For Custom Scraper:
- Target URLs or domains
- Scope of the project (e.g., frequency, volume)
- Desired data schema (fields to extract)
- Preferred output format (e.g., JSON, CSV)
For Fully Managed:
- High-level project goals
- Types of data needed
- Any specific use cases or business context
In the Custom Scraper route, the validation meeting is where you and a Bright Data representative:
- Review your request
- Confirm the scope and complexity
- Finalize the data schema
- Align on timelines and next steps
Technical & Delivery
No. Bright Data’s team handles all the technical aspects—including scraper development, deployment, proxy management, and error handling. You simply define what you need, and we deliver the data.
We support multiple formats, including:
- JSON
- CSV
- Excel
- API integration (optional)
Yes. Custom Scrapers supports both one-time and recurring scraping jobs. You can define the frequency (e.g., daily, weekly, monthly) based on your needs.
Yes. We ensure the data is clean, structured, and ready to use. Our scrapers are built to deliver reliable and accurate results.
Performance & Support
Timelines vary depending on the complexity of the website and the scope of your request. Simpler projects may be completed in a few days, while more complex ones may take longer. The validation meeting helps clarify timelines.
Bright Data offers ongoing support and maintenance. If the target website changes, let us know and we can update the scraper to ensure continued data accuracy and functionality.
Custom Scrapers is built to scale. Whether you need data from a few pages or millions, we can accommodate your volume and frequency requirements.
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