I believe we can’t live without search engine channels in life and work. Depending on countries, Google, Yahoo, Naver, Baidu, and so on have been part of the body. Every coin has two sides because marketers might be suffering from overusing search engines to research the market and competitor information. We’re feeling dizzy while watching the screen in front of the laptop for a long day at work.

In this article, I would introduce you to a way to scrape all search result information by using Python, Pandas, Google custom search API, and CSE (custom search engine). By the end of this article, you just need to add keywords, you can find potential publishers, bloggers, competitors, and popular content, download the images, etc, and store the information with title, landing URL, and so on information into a local CSV.file.