Collecting time zone data can be done through various methods. One common approach is to request this information during the sign-up process, asking users for their location details. Alternatively, you can use IP address data to infer the recipient's time zone. Some advanced email marketing platforms offer built-in features to automatically detect and adjust for time zones.