GoIncognitoSearch doesn’t really make you go incognito or anonymous when browsing. This application is actually a browser hijacker that will attempt to modify your homepage and commandeer your browser search to a fake one. This browser hijacker will generate pop-up ads, send you to malicious websites to get money from you, or infect your computer further. It may also prevent you from changing your settings back.
GoIncognitoSearch is usually installed through bundled software without you knowing. Remove it immediately.