The most common reason for a low Cloze Score is that Cloze can't see all the communications you have. For example, you mostly interact with someone on the phone, or you interact over your personal email, but you've only added your work email to Cloze. Make sure you add all relevant email accounts to Cloze so that Cloze can get the best picture of your relationships.