An algorithm for facilitating recognition of duplicative entries of merchant information in a system to prevent, for example, multiple registrations of a merchant by a transaction card company. The algorithm incorporates scoring, weighting and pattern matching to automatically approve, automatically reject or refer for manual review applications for registration in real-time.