Script to find certain words behind a url

Hi all,
I have a scrapped list of 1500 emails with names, links etc. I need a way to check for a certain word behind these links. I was using link checker for google sheets however it struggled with the high amount of links I put in. Is there anything that does something similar to this but handles more?

thanks