Computer based systems, methods, software and databases are presented in which correlations between web item preferences and pangenetic (genetic and epigenetic) attributes of individuals are used for pangenetic based web item satisfaction prediction in which a user can request and receive online predictions of their satisfaction with web items that are based on the user's pangenetic makeup. Data masking can be used to maintain privacy of sensitive portions of the pangenetic data.