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If you want to land an SEO job, make sure to tell them you like server logs. A lot of hiring managers and SEOs are impressed by that. Why? I have no idea. Sure, I've used server logs in the past, but with a specific problem in mind. If you have no idea what to use them for, or what problem you want to solve with them, they're pretty useless huge text files in my opinion.Therefore, in this short guide, I'll show some ideas on how to use server logs for SEO problems you might find during your work.
Here are some ideas on how to use server logs for SEO:
Create a sitemap of all URLs that haven't received a direct hit from Googlebot in the past X days.
Map out what types of pages are crawled most often by GoogleBot.
Find errors: 404s, 410s. Note: you don't see 500 errors in your logs, a 500 error is a problem on your server, so the error will never be written to the log.
Find and block unwanted bots
Create a list of often loaded files and crawl their size. Maybe you can optimize the size of files that get a lot of hits.
How many hits go to products that are sold out or are out of stock?
Analyze crawl waste: find out what percentage of GoogleBot hits go to files and URLs that don't need to be crawled.
Analyze the crawl depth of the website. See how deep Google goes and how often she crawls that deep.
Server log analysis might sound as advanced SEO and you might impress some hiring managers by simply mentioning it in your interview. But, make sure you're using them for something useful. I hope this short list will help in some ways and gives you a little inspiration to think outside the regular SEO box.