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Scraping Guest Post Opportunities - MammaGoRound - 09-01-2015

Hi,

Does anyone have experience in scraping guest post opportunities?

I've spent time scraping with a set of footprints/kws. I then removed duplicates and just left the tld I am targeting. I then removed any that don't have social signals and finally I removed those with less than 30 and more than 70 Domain Authority.
So I'm left with a list of 606 URLs. Some of these are shopping portals and news sites that are unsuitable. Probably 70-80% of those sites would not accept guest posts in practice.

Have I gone as far as I can with scraping, would the rest have to be done manually or is there a way to further improve the result quality?