The move off the platform is the first structural step, and it is not romantic impatience. A dating site or social network can suspend an account, retains the messages, and may run its own fraud detection. A messaging app outside it does none of that. So the request to continue by email, phone or private message removes the only party in the conversation with any capacity to intervene, and it happens early.
The cover stories are a short, recurring list, which is why they are useful. The FTC gives them: scammers "might say they're living or traveling outside the country, working on an oil rig, in the military, or working with an international organization." What these have in common is not glamour but unverifiable inaccessibility: each explains, plausibly and indefinitely, why no meeting can be arranged, why video is difficult, and why any problem is expensive to solve from where they are. A relationship in which meeting is always about to become possible is the shape of the scheme rather than bad luck.
The asks follow a pattern of escalating legitimacy. The FTC's list is specific: they will "ask for your help to pay medical expenses (for them or a family member), buy their ticket to visit you, pay for their visa, or help them pay fees to get them out of trouble." Note the internal logic. Several of the asks are for money that would end the separation, which makes refusing feel like refusing the relationship itself, and each one that is paid establishes that money moves in one direction.
The verification steps that work here are not the ones that work elsewhere. Calling an institution back on a number you looked up yourself, or checking a firm's registration, is the general method for verifying a counterparty, and it cannot reach a dating profile. Two checks are specific to this scheme and both come from the FTC. First, "do a reverse image search of the person's profile picture", and ask whether it is associated with another name or with details that do not match. Second, "search online for the type of job the person has plus the word 'scammer'", the FTC's own examples being "oil rig scammer" and "US Army scammer" — because the cover stories are reused, other people have usually already written about the same one.
The scripts are increasingly machine-written, and the FBI has put a number on it. In its 2025 Internet Crime Report the FBI noted that in confidence and romance scams, "scammers are creating fake profiles and scripts produced by AI chat generators to make speech more believable", and reported that in 2025 victims lost over $19 million to confidence and romance scams with a likely artificial-intelligence connection. The same passage records voice-cloning used to mimic a relative in distress, with more than $5 million in reported losses to distress scams in 2025. The practical consequence is that fluent, consistent, emotionally responsive writing is no longer evidence of a real person, and neither is a short voice message.
The scale, as of one report. For 2025 the FBI recorded 23,159 Confidence/Romance complaints and $929,287,469 in reported losses under that crime type. Those figures count complaints that were filed, so the losses nobody reports are not in them at all — and reporting this particular fraud means describing the relationship to a stranger, which many people never do.
What belongs elsewhere. Whether money can be recovered, which clocks run, where to report, and why a person who has lost money once is approached again are shared questions across every scheme of this kind and sit with fraud. Where personal information rather than money was taken, that is identity theft. And where the money went to an investment platform rather than to the person, the mechanism is a pig butchering scam.