Hi Ayesha, as Val suggested you cannot automate the merging of leads in Marketo directly. We've found the process to be easier to do in Marketo than SFDC (except when trying to merge a lead and a contact), and we do it via the "Possible Duplicates" smartlist in the Lead Database. It is definitely a manual process, so it's something we do occasionally to keep things clean!