The ScamShield Bot identifies messages based on whether similar messages, numbers, and URLs have been previously reviewed and blacklisted by SPF. We also gather information from the public and check how many reports there are for similar messages. Lastly, the Bot uses a machine learning classifier to identify if a message is a scam or contains suspicious URLs.