What tools can help me scrape websites without getting blocked?

If your goal is legitimate data collection, the best approach is to use tools that respect site rules and rate limits rather than trying to “beat” anti-bot systems.

Tools that can help with polite, compliant scraping:

• Requests / HTTP clients: requests (Python), httpx, aiohttp
  • Good for simple pages and API-style endpoints.
• Beautiful Soup / lxml
  • For parsing HTML after you fetch it.
• Scrapy
  • A full crawling framework with built-in throttling, retries, caching, and robots.txt support.
• Playwright / Selenium
  • For pages that require JavaScript. Use carefully and slowly; they’re easier to detect if overused.
• Puppeteer
  • Similar to Playwright for browser automation.
• Apify
  • A scraping/crawling platform with scheduling, proxies, and browser automation.
• Common Crawl / official APIs
  • Often the cleanest option if available.

Ways to reduce blocking ethically:

• Check and follow robots.txt and the site’s Terms of Service
• Use rate limiting and random but reasonable delays
• Cache results so you don’t refetch unchanged pages
• Identify your bot with a clear User-Agent and contact info
• Prefer official APIs or data exports when available
• Avoid aggressive concurrency and unnecessary page loads

If you’re seeing blocks on a site you’re authorized to access, I can help you set up a compliant crawler with retries, throttling, and caching in Python.