Thanks for reading!!

Unfortunately, Google doesn't allow scraping. It begins to show captcha once we are done with 40 to 50 searches.

We must use Selenium to mimic human activity (like scrolling pages, random clicks). This may prevent the captcha, but not guaranteed.