How do you deal with respondents who just created their account?

Technical and Demographic user metrics are federated across the platform (we supply tasks to other labor markets online, essentially where bots and farms typically attack) so we leverage priors and shared similarity weights. Behavioral user metrics aren’t the only way to evaluate a respondent