Inconsistent photography is the first thing worth checking: professional-looking shots that never repeat a background, a face that looks subtly different across images, or a portrait with the flat, over-symmetrical quality of an AI-generated face. A refusal to do a live video call, even after weeks of messaging, is one of the strongest signals of all - a real person with genuine intentions has little reason to avoid it indefinitely.
Watch for the pace of the conversation too. Declarations of love within days, elaborate personal crises that surface just before a request for money, and pressure to leave the platform for a private messaging app are all classic elements of the same playbook. Our article on AI profile verification explains how automated systems now catch many of these signals before a human ever has to.