Safety

Catfishing signs: the one test a catfish can't pass

By Matthew Firth, founder of NexSpark · Sep 23, 2026 · 9 min read

Catfishing means building a fake identity, usually with stolen or AI-generated photos, to start and sustain an online relationship. A profile can look completely clean and still be a catfish, because a clean profile is exactly what a catfish is built to produce. A catfish can pass the profile check. What they can't pass is the clock.

What catfishing actually is (and what it isn’t)

Catfishing is deception with a sustained story attached to it. Someone invents a person, sometimes a whole life, and keeps performing that person across weeks or months of conversation. That’s different from a plain fake profile, which is usually just a stolen photo set with no story behind it at all. Our piece on how to spot a fake dating profile already walks through that check start to finish: the reverse image search, the six signs that show up before you've even started talking, and what to do once you've confirmed one. We won't repeat that list here, because this article picks up where it leaves off, after the photos have already passed.

Catfishing is also not kittenfishing. A kittenfisher is a real person presenting a flattering, edited version of themselves, an old photo, a rounded-up height. A catfisher invents someone who doesn’t exist. Our full breakdown of kittenfishing vs. catfishing covers that spectrum in detail, so here’s the short version: one is exaggeration, the other is invention, and only invention is what this article covers.

Why the usual sign lists fail

Search for catfishing signs and you’ll get a familiar checklist: they won't video call, their stories don't quite add up, they always have an excuse for being busy. Every one of those is real. Every one of those also has a perfectly innocent explanation on its own. Shy people dodge video calls. Genuinely busy people are hard to pin down for a real date. Private people keep thin social media. None of that proves anything, and treating any single item as proof is how honest, awkward, wonderful people get accused of catfishing for the crime of being camera-shy.

The lists fail because they audit a moment instead of a pattern. A catfish can produce a plausible answer to almost any single question you ask. What a catfish can’t produce, not once, not ever, is the thing that would resolve every excuse at once: an unscheduled, unscripted, real-time moment where you can actually see them being a person in the world. That’s the test that matters, and it’s the one most lists never mention.

The signs that actually matter once you're talking

If the profile already looked fine and you've been talking for a while, days, maybe weeks, these are the patterns worth watching, not as single incidents but as a trend over time.

• Intensity that outruns time. “Soulmate” and “I have never felt this way” inside the first week, alongside a volume of messages that would be intense even for two people who had actually met. Feeling wanted fast isn’t proof of anything by itself; feeling wanted faster than the relationship has had any chance to earn it is worth noticing.
• The real-time dodge, as a pattern. Not one missed call, a consistent gap between how easily they text and how impossible it is to catch them live, on a call, on video, anywhere spontaneity would require them to show up as themselves in the moment. Scheduled contact stays reliable. Anything unscheduled keeps sliding.
• A story that conveniently explains everything. A job, an oil platform, a deployment overseas, a shipping contract, that happens to account for the odd hours, the unreliable signal, and the total unavailability, all in one tidy package. Real jobs are inconvenient in specific, boring ways. Constructed ones are inconvenient in exactly the ways that keep the story airtight.
• Isolation from your other people. Deflection or quiet resistance whenever you mention telling a friend, showing a photo to your sister, or looping in anyone who might ask an inconvenient question. Our piece on dating red flags covers isolation as one of the clearest warning signs in any relationship, online or off, and it applies here just the same.
• The money turn. It isn’t a maybe on this list. It’s where the whole arc has usually been heading: an emergency, an “investment,” a shipment stuck in customs, a plea that only you can help with. The instant money, a gift card, crypto, or anything framed as an investment comes up, the conversation is over. No explanation earns an exception, however convincing it sounds.

The two-week video rule

Here’s the actual test, and it has a name: the two-week video rule. After two weeks of regular messaging, ask for one live video call. Not a scheduled production three days out, something that feels like a normal, slightly unscheduled few minutes: camera on, their face, maybe ask them to hold up a certain number of fingers or say today's date out loud. It doesn’t need to be long. It needs to be real, and it needs to be now, not “next week when things calm down.”

What counts: a live call where you can see their face respond to something in real time. What doesn't: a pre-recorded clip sent as if it just happened, a camera that's mysteriously “broken” every single time, a voice-only call offered instead, or a photo sent moments later that could have been taken any day this year. If two weeks of warmth can't survive five minutes of live video, that's your answer, whatever the excuse sounds like.

Who is most likely to be catfished?

The FBI's Internet Crime Complaint Center logged 23,159 confidence and romance scam complaints in 2025, totaling $929,287,469 in reported losses, out of roughly $20.9 billion in losses across every category of internet crime IC3 tracked that year. IC3's category blends romance scams with other confidence schemes, so this isn’t a pure romance-scam number, but it’s the closest official figure available. Adults 60 and older filed 10,188 of those complaints, about 44%, but accounted for $584,032,745 of the losses, about 63%, by our own calculation from IC3's published totals. Per complaint, that works out to roughly $57,300 for people 60 and older against about $26,600 for all other complaints (which include people who gave no age), again our own arithmetic from IC3’s totals.

This isn’t only a dating-app problem, either. The FTC reported in April 2026 that nearly 60% of people who said they lost money to a romance scam in 2025 said it started on a social media platform, with $298 million in reported losses from romance scams that began there. The FTC's own description of the playbook lines up with everything above: scammers tailor the act to what’s visible on a profile, then invent a crisis that needs money or pitch an “investment” that routes the target to a fake platform. Some go further and coerce explicit photos, then use them as leverage. The term itself comes from the 2010 documentary Catfish and the MTV series it spawned.

What to do if you think it's happening

Ask for the two-week video test before you invest anything else, emotionally or financially. If they pass, genuinely, live, on camera, most of the worry resolves itself. If they stall again, stop escalating: don’t send money, gift cards, or crypto, and don’t send anything you wouldn’t want a stranger to have. If money has already changed hands, our fake dating profile piece covers the actual reporting steps, the FTC, your bank, and the FBI's IC3, in full, so start there instead of us repeating it.

Why this matters less once someone is already verified

Catfishing thrives on open platforms because they hand you a stranger with zero context and let a convincing story do the rest of the work. It’s a real part of why matchmaking works differently: every NexSpark member is identity-verified before they’re ever introduced to anyone, and a real matchmaker reviews the match, not just an algorithm. That doesn’t erase the need for ordinary judgment, but it does mean the two-week video rule is a backstop you’re less likely to ever need.

Sources

FBI Internet Crime Complaint Center, 2025 IC3 Annual Report: Confidence/Romance category, 23,159 complaints and $929,287,469 in reported losses in 2025; victims aged 60 and older, 10,188 complaints and $584,032,745 in losses; total reported losses across all crime types, roughly $20.9 billion. The 44% and 63% figures are our own calculation from those totals; IC3's category combines romance scams with other confidence scams. Federal Trade Commission, Reported losses to scams on social media eight times higher than in 2020, Data Spotlight, April 27, 2026: nearly 60% of people who reported losing money to a romance scam in 2025 said it started on a social media platform, with $298 million in reported losses from romance scams that started there. No NexSpark member data was used in this article.

Frequently asked questions

What is catfishing?
Catfishing is building a fake online identity, usually with stolen or AI-generated photos, to start and sustain a relationship with someone who doesn’t know it isn’t real. It’s different from a plain fake profile, which is just stolen photos with no ongoing story, and from kittenfishing, which is a real person exaggerating rather than inventing.

How can you tell if someone is catfishing you?
The clearest test is whether the relationship can survive contact with real time: a live, unscheduled video call where you can see their face respond to something happening right now. A catfish can pass almost any single question you ask. What consistently fails is an unscripted, real-time moment, repeated over two weeks of regular contact.

What is the difference between catfishing and a romance scam?
Catfishing is the fake identity. A romance scam is what that identity is usually built to do: extract money through a fabricated emergency, a fake investment, or an urgent request once trust is established. Most romance scams involve catfishing, but not every catfish is necessarily after money; some are hiding their real identity, age, or circumstances for other reasons.

Who is most likely to be catfished?
Anyone can be. But IC3’s 2025 data shows adults 60 and older filed about 44% of confidence and romance scam complaints while accounting for about 63% of the reported losses, and the FTC found nearly 60% of people who lost money to a romance scam in 2025 said it started on a social media platform.

What should I do if I think I’m being catfished?
Ask for a live, unscheduled video call before investing anything further. If they stall or send excuses instead, stop sending money, gift cards, or personal information immediately. If money has already changed hands, report it to the FTC at reportfraud.ftc.gov and file a report with the FBI’s IC3.