How this works: each scan asks Claude to search the public web for conference speaker calls, association events, corporate programs, and podcasts relevant to your topics and market, then summarize what it finds. It does not have access to private speaker databases or paid listing services, and it can miss things or occasionally get a detail wrong — treat this as a lead list to verify, not a guarantee of a live opening. Results and your saved list stay on this device/browser only; nothing is emailed or pushed when the tab is closed.