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Scraping Google’s Dynamic Search Results Using Python
https://www.scrapehero.com/google-dynamic-search-results-scraping/
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You need headless browsers like Selenium or Puppeteer for scraping Google’s dynamic search results. They allow you to render a website’s JavaScript.