One way to verify someone's identity online is to do a reverse image search of their profile picture to see if it appears on other websites. You can also look for consistent information across their social media profiles or ask to video chat to confirm their appearance and mannerisms. Be cautious of anyone who refuses to verify their identity or seems to be hiding something.