How these formats are worked out
When Skrap.ai's email finder confirms a work address with a company's mail server, it records which pattern the address follows, such as first.last or first initial + last name. A company page shows how often each pattern appears among those confirmed addresses, and only once there are enough of them. We never show the addresses or the people behind them.
A format is a starting point, not an address
Most companies use one main email format, but people with the same name, older accounts and aliases break the pattern. Before you send, check the exact address with the free email verifier, or let the email finder build and verify it from a name and company. Some domains are catch-all, which means a guessed address can't be confirmed at all.
Want the background? Read company email formats explained and what email permutation means.
No credit card required
100 one-time free credits