How to Spot a Fake or Bot Profile on a Dating App

Most fake accounts are not clever. They are built at volume, and volume means the same corners get cut every time. Once you know which corners those are, you can clear one out in about fifteen seconds and get on with your evening.

There are only a few reasons somebody sets one up, and knowing them tells you what to look for.

Some are there to move you somewhere else: another site, a link, a page that asks you to verify something. Some are there to build up an audience for a page you will be asked to pay for later. Some are just abandoned or borrowed, run by somebody who wants attention and has no intention of meeting anyone.

All three want the same first step from you, which is to keep answering. That is why the early messages feel so smooth. Nothing is being risked on the other end.

Real photo sets are uneven. One good one, two ordinary ones, one taken by a friend who was not trying. That unevenness is the thing a fake set almost never has.

What to look at:

• Every image looks like it was taken in the same session, in the same light, with the same expression.
• Every image is studio clean. No kitchens, no other people, no bad indoor lighting, nothing taken by accident.
• Two images, or one, and both cropped oddly, as though somebody has been cut out of them.
• Nobody else ever appears. Most people have at least one photo with a friend in it.

If the set is small and unusually polished, drop the image into a reverse image search before you answer anything. It takes ten seconds. If the same face comes back attached to a different name, you are done.

The second tell is the text. A fake account is either empty or too good.

The empty version is a height, a city, and an emoji. No answers filled in, or one line that says nothing: “ask me anything”, “here for a good time”. There is nothing in it because writing something specific is work, and work does not scale.

The too-good version is the opposite and it is easier to miss. Several paragraphs, warm and well punctuated, that somehow appeal to everybody at once. It talks about loyalty and adventure and being real. Read it twice and notice that not one sentence could only have been written by one person. A real account written by a real person is usually a bit worse than that, and more specific.

This is where it becomes obvious, usually inside three exchanges.

The reply comes back in seconds, at any hour, every time. Nobody does that for a week straight.

The reply does not answer what you actually said. You asked about the place in the third photo and you get a compliment and a question about your job. You asked one thing and got a different thing, politely.

Every message is a question, and none of them give you anything. A real conversation goes back and forth: she asks, then she tells you something, then you ask. An account that only ever asks is collecting, not talking.

And the compliments are strange. Too warm too early, aimed at nothing in particular, the sort of thing you would say to anybody.

This is the one that matters most, because it is the point of the whole exercise.

It usually arrives dressed as a reason. The account is being deleted. She barely uses this one. Her messages are not going through. There is a better place to talk, or a site that will confirm she is real, or a number you should text instead.

Any version of that inside the first day or two is your answer. Real people do swap numbers, but they normally do it after a real conversation and usually once a plan is already being made, not as the second thing they say.

Never open the link. Never send money for any reason, however small and however well explained. Never send photos you would not want somebody to keep and reuse.

Stop answering. Do not explain, do not accuse, and do not try to catch them out with a clever question. There is nothing to win, and a scripted account will happily keep going as long as you do.

Report it and block it. That takes a few seconds and it is the only part of this that helps anybody but you.

Then let it go. Getting a fake one in your list does not mean anything about you, and it is not a sign the app is broken. At volume, some fraction of what you see will be fake, the same way some fraction of your email is.

Almost all of this is avoidable earlier, which is the cheaper place to deal with it.

If you read before you like rather than tapping through on the first image, the empty ones and the too-polished ones stand out immediately. A set with four flawless photos and nothing written is not worth a like even in the unlikely case that it is real, because there is nothing in it for you to open on.

Liking fewer people, and reading for two seconds before you do it, buys you something beyond better conversations. It keeps this whole category of nuisance out of your list before it can start.

If you are unsure and you still want to find out, ask one narrow question about one specific thing in one photo. Not “how was the trip”. Something like: what is the building behind you.

A real person answers the detail, usually with a small extra story attached. A script answers the category. It will tell you it was a wonderful trip and ask what your favorite place is. That gap, between the specific question and the general answer, is the clearest test there is, and it works even when everything else about the account looks fine.