Random email strings almost never map to real mailboxes. This tool instead mimics how people actually build addresses: real localized names, common local-part patterns, and each country's dominant mail providers.

Send a batch to Facebook / Instagram email detection to measure the real-address ratio, then keep the domains and patterns that hit.