Use a HTML parser (BeautifulSoup + lxml) to search through all the HTML in the folder 'html' and find the exact info of hrefs.Download all the source code from the first page and put it into a folder called html.is all rendering normally because it acts like a real browser) For each keyword, use Selenium to open a new incognito Chrome browser and google search the keyword (HTML, CSS, JS, etc.Import the CSV of keywords to check the rank for.It isn't perfect, but it will give you a good enough measure of approximately what is ranking on the first page.įor the curious at a high level, the script works in 5 basic parts: This could be limited to personalized and/or local search since it is just opening a normal Google browser.Again, I only needed the URLs for this specific project This only gives you the URLs of the first page of search results.I might consider writing something that goes to the other pages, but it isn't built right now. This was built for a specific project and I just needed to look at the first page. This only looks at the 1st page of search results.I'm sure you can build out a large scale scraping operation with hundreds of AWS EC2 instances and thousands of proxies, but if you know how to do that, you probably don't need this script. This is only for small scale rank checking, it goes at around ~6 terms a minute to be a good citizen of Google.Go to the HTML folder and open keywords_rankings.csv.
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