Fewer wasted credits on emails that were never going to land

Two separate problems were quietly costing credits. First, a lead's email sometimes wasn't a real person at all: a disposable inbox meant to bounce, or a role address like info@ or noreply@ that nobody actually reads and that tends to hurt deliverability when it's targeted with cold outreach.

Second, Apollo doesn't always have a verified email on file for an otherwise good match, and those leads used to just get skipped.

Both are handled now. Disposable and role-based addresses are checked and filtered out before an email credit is spent, using the same lists services like this have relied on for years. And when there's no email on file, Talyro tries the common patterns for that person's name and domain (first.last@, first@, and a few others), verifies whichever one it finds, and only keeps it if that verification actually comes back valid, not just plausible.