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I recently had the experience of manually looking at over 3,000 domains. I am a programmer and so I made utility that will scan each domain in a MOZ Linking Domains csv file and search for specified text. It can pick out every Globe.com domain and other spam sites from a list in a number of minutes. I would love the feedback, and so I would share this utility. I found that in my case using the keywords below got 95% or better of my bad links. It can also use the Spam and DA values etc.. keyword research,See related links to what you are looking for,popstripeRs,Search_Engine_Optimization_Services,Keyword Suggestions,This domain may be for sale,data-adblockkey,List website,complete online resource for web host providers,URLs categories for query and submission,Estadísticas web y datos de valoración simplificados,Ashibka.ru,Check Website IP on Server,Recently Analyzed Sites,research and analysis,Tools check keyword with Search Engines,1000 domain,the_worlds_most_visited If you would like to give it a try please see https://dynamic.domains/disavow-utility.zip This is not a commercial application, and although I am working on it to release the same, it just does the one thing right now. It does do it quite well though. It is an .exe in a zip file. I know there are trust issues, but at the same time you cant get a MOZ pro account without CC, and dynamic.domains is mine. I am the author of MintDNS. This app is 100% clean and in no way malicious etc.. Right now it only works with MOZ Linking Domains CSV files. If you have a sample Aherfs file I would love to add support. If you try it out and find it handy please give me your feedback and suggestions etc..