No Code Web Scraping

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Written by
Mantas Kemėšius
No Code Web Scraping

Web scraping is often seen as a task reserved for programmers: writing scripts, handling proxies, automating browsers, and dealing with anti-bot measures. But what if you could scrape websites and automate data workflows without writing a single line of code?

No-code web scraping platforms let you do exactly that. By combining visual builders and APIs like FoxScrape, anyone—coder or non-coder—can extract structured data, interact with dynamic pages, and automate recurring tasks.

This guide walks through how no-code web scraping works, the practical steps to set up your workflows, and how FoxScrape can simplify fetching even complex web pages.

1. What is No-Code?

No-code platforms let you build software or automation workflows without programming.

Think of Excel: you can sum a column of numbers using SUM() without knowing the internal formulas. Similarly, no-code web scraping platforms provide drag-and-drop modules for fetching web pages, parsing data, interacting with dynamic content, and saving results.

Benefits of No-Code

  • For non-coders: Quickly automate repetitive tasks and build working scrapers.
  • For coders: Start with a visual workflow, then add custom logic only where necessary.
  • Features: Drag-and-drop interfaces, prebuilt modules, JS execution, screenshots, and API integrations.
  • Limitations: Performance and customization are restricted by the platform. For highly customized scraping, traditional scripts may still be needed.
  • 2. Why Use No-Code Web Scraping?

    No-code web scraping is particularly useful for automating repetitive tasks. Some common use cases include:

  • Price monitoring – Products, stocks, or services
  • Lead generation – Collect emails or company information
  • SEO and review tracking – Amazon, TrustPilot, or competitor sites
  • HR & headhunting – Extract candidate data from multiple portals
  • Competitive analysis – Monitor competitors’ offerings or promotions
  • News aggregation – Collect articles from multiple sources
  • Social media management – Scrape posts, comments, or engagement metrics
  • Automation – Form filling, clicks, or reporting
  • No-code APIs like FoxScrape handle the heavy lifting:

  • Loading web pages (including dynamic content)
  • IP management and anti-bot handling
  • JavaScript execution
  • Automatic retries for network failures
  • With just two modules—sending requests to the API and reading responses—you can build a complete scraper.

    3. Setting Up Your No-Code Scraper

    Here’s a practical workflow using FoxScrape and a no-code automation platform like Make (Integromat):

  • Test API Calls: Use the FoxScrape dashboard to ensure your target URLs return valid HTML.
  • Configure Actions:
  • Extract Data – define which elements to extract
  • JS Scenario – optionally execute JavaScript interactions
  • Screenshot – capture a visual record of the page
  • Read and Use API Responses: The platform can parse JSON responses and feed them into downstream modules (Google Sheets, databases, or emails).
  • 4. Extracting Elements with CSS Selectors

    CSS selectors are intuitive and flexible, often simpler than regex:

  • Load element text"text"
  • Load HTML content"html"
  • Load attributes"@attributeName"
  • You can extract a single item or a list of elements and nest extraction rules for structured JSON output.

    Example: Product List

    JSON
    1
    {
    2
    "title": "Products on Sale",
    3
    "products": [
    4
    {"product": "Flying Ninja", "price": "$99.00"},
    5
    {"product": "Awesome Bee", "price": "$799.00"},
    6
    {"product": "Brown Fox", "price": "$199.00"}
    7
    ]
    8
    }

    Using CSS selectors, you can extract titles, prices, and links in a structured way without writing code.

    5. Executing JavaScript (JS Scenario)

    Many modern websites load content dynamically. JS scenarios allow your scraper to:

  • Click buttons
  • Scroll the page
  • Wait for elements to appear
  • Fill and submit forms
  • Evaluate custom JavaScript
  • For example, you could automatically check product prices and click “Buy” if a threshold is met. The JS scenario is passed as a JSON instruction to FoxScrape, and the rendered content is returned for extraction.

    6. Screenshots

    No-code scraping platforms often let you capture screenshots:

  • Full page – visualize an entire website layout
  • Visible portion – capture what a user sees
  • Specific elements – focus on particular content (e.g., price tags or reviews)
  • JS scenarios can modify the page before capturing, making it perfect for visual records of posts, tweets, or product listings.

    7. Scheduled Scraping

    Automation platforms can run scraping workflows on a schedule:

  • No need for cron jobs or manual intervention
  • Combine Extract Data, JS Scenario, Screenshot, and API results
  • Results can be sent via webhooks to Google Sheets, email, or databases
  • This setup allows you to collect and store data continuously, with minimal maintenance.

    8. Sending Results to External Apps

    No-code workflows can integrate with virtually any service:

  • Google Sheets or Excel for reporting
  • Email notifications or Slack alerts
  • Databases for further processing
  • Webhooks to trigger downstream automation
  • FoxScrape handles the heavy lifting of fetching and rendering pages, so your workflow can focus on data consumption and integration, not scraping mechanics.

    9. Best Practices

  • Respect website terms of service and robots.txt
  • Don’t overload servers with excessive requests
  • Use meaningful CSS selectors for precise extraction
  • Enable JavaScript rendering only when needed
  • Schedule scrapers to run during off-peak hours
  • By following these best practices, your no-code scrapers can be reliable, efficient, and ethical.

    10. Conclusion

    No-code web scraping allows both coders and non-coders to automate web data workflows without writing scripts. By combining:

  • Drag-and-drop modules for data extraction
  • JS execution scenarios for dynamic content
  • Screenshot and scheduling capabilities
  • …you can fully automate tasks like price monitoring, lead generation, and competitive analysis.

    With FoxScrape, you don’t need to worry about proxies, IP bans, or headless browsers. The API ensures you get clean, rendered HTML, ready for extraction and downstream processing.

    Whether you’re building a business dashboard, an MVP, or automating repetitive web tasks, no-code scraping with FoxScrape is a fast, reliable, and scalable solution.

    🦊 Quick FoxScrape API Example for No-Code Workflows

    PLAIN TEXT
    1
    https://www.foxscrape.com/api/v1?api_key=YOUR_API_KEY&url=https://example.com

    Use this URL in your no-code platform to fetch pages, extract structured data, render JS, and take screenshots—all without writing a single line of code.