Am I Being Catfished? How to Spot Fake and AI Profiles

Entry No. 011 · October 2026

By The IF Team

You can usually tell you are being catfished by a pattern rather than a single clue: photos that are all flawless and none ordinary, a story that shifts when you ask simple questions, and a video call or meeting that never quite happens. The newer signs are photos that look AI-generated and replies that read like a script. Any one of these proves very little on its own, because real people are shy, busy and bad at selfies too. Together they are worth acting on, and the test that settles most doubts is simple: ask for a short, live video call.

If you are here because something about a match does not sit right, you are not being paranoid, and you are not naive for having hoped. Some dishonesty has always come with online dating. In a 2013 Pew Research Center survey of American adults, 54% of online daters said they had felt someone seriously misrepresented themselves in their profile, and in Pew’s 2020 report, 71% of online daters said it was very common for people on dating sites and apps to lie about themselves to seem more desirable.

Most of that is a few years shaved off, or a photo from a better summer. A catfish is someone who is not who they say they are at all, and researchers who study its victims describe it as more than just a “bad” online experience. That is a lie, and lying is wrong — being lied to is not a failing on your part. Wanting someone to be real is not a weakness; it is exactly what a fake profile relies on. The person worth that hope is out there: maybe a new match who passes every check below, maybe someone real you already know but cannot be with yet. On IF, the dating app for everyone, single or in a relationship, two single people simply Like each other, and when the timing is off you can say how you feel in a sealed IF that waits until you are both single. This is the fake-profile part of staying safe on dating apps, and the part where your instincts matter most.

Catfish, bot or AI fake: what you might be talking to

The words get used loosely, but the checks differ.

• A catfish is a real person using someone else’s identity, usually with photos taken from another person’s social media. The motive might be loneliness, revenge, curiosity or money.
• A bot is an automated account. It opens with something flirty, replies at any hour, and sooner or later tries to move you to a link, another app or a paid website.
• An AI fake uses generated photos of a face that belongs to nobody, and often AI-written messages too.
• A scammer can be any of the three. Once money enters the conversation, it is a different problem with its own playbook, and the signs of a romance scam set it out.

What they share is the one thing you can test for: none of them can easily turn up, live, as the person in the photos.

The signs you are being catfished

Read these as a set, not a verdict.

1. Every photo is a good photo. Real profiles tend to include at least one ordinary picture: a blurry group shot, a holiday snap somebody else took. Six flawless portraits in the same soft light look more like a portfolio than a life.
2. They cannot send a new one. Ask, lightly, for a photo of what they are up to today, with them in it. A real person can send one in a minute; a catfish only has someone else’s pictures, so you get an excuse. An AI fake can generate one on demand, so a fresh photo counts for less than it used to.
3. The camera is always broken. The video call keeps not happening: no signal, a cracked screen, a job with no wifi, a shyness that never eases. Any one of those is plausible. All of them, over weeks, is not.
4. The story does not join up. Their age, job or home town shifts slightly between conversations, or their messaging hours do not fit the time zone they claim.
5. Their online life is thin or brand new. If they have shared an Instagram with you, look: a handful of posts, nobody tagging them and an account a few months old are worth noticing.
6. They ask a lot and give little. They are warm and curious about your life but vague about theirs, and a direct question about their day gets a compliment instead of an answer.
7. Plans always collapse at the last minute. A real person cancels sometimes. A catfish cancels every time, often for a dramatic reason, because meeting is the one thing they cannot do.

Plenty of real people are camera-shy or have used the same three photos for years. What should change your mind is a pattern, especially around the camera: good photos, no new ones, no calls. And if they ask for money in any form, however gently, stop there: that is a scam.

How to reverse image search a dating profile

A reverse image search shows whether a photo appears anywhere else online. It is the quickest way to catch the classic catfish, whose pictures belong to somebody real.

1. Take a screenshot of one of their profile photos and crop it to the picture itself.
2. Upload it to a reverse image search tool. Google Lens, Bing Visual Search and TinEye all do this at no cost.
3. Look for the same photo under a different name: on a model’s or influencer’s account, a stock-photo site, or another dating profile.
4. Repeat with two or three of their photos, since fake profiles sometimes mix pictures from more than one source.

If the photos belong to someone else, you have your answer: take screenshots and report the profile. If nothing comes up, that is reassuring but not conclusive. An AI-generated face belongs to nobody and shows up nowhere, and photos lifted from a private account, or flipped and cropped, often slip past the search too. And if you find your own face on a stranger’s profile, here is what to do when someone is using your photos.

Where to draw the line

Use a reverse image search for one thing only: checking whether the photos a match has shown you belong to them. It is not a way to find a stranger’s surname, workplace or address, and face-search sites that promise every photo of a person cross a line you would not want crossed for you. If they are real, let them tell you the rest themselves.

How to spot an AI-generated profile photo

As of September 2026, image generators can produce a face most people cannot tell from a photograph. These details still catch plenty of cheaper fakes, but treat them as clues, not proof.

• Backgrounds that fall apart up close: shop signs or book spines that turn into nonsense letters.
• Details that disagree with themselves: earrings that do not match, glasses whose arms vanish into the hair, one finger too many.
• Skin and light that are too perfect: the same poreless finish and flattering glow whether they are on a mountain or in a kitchen.
• A face that drifts: the jaw, the nose or the hairline slightly different from one photo to the next, because each image was made separately.
• Nobody else in the picture: no friends with visible faces, no photo that someone else obviously took, no ordinary life around the person.

Because the generators improve every few months, the photo is not the best test. The person is. A generated photo cannot pick up a live video call and wave, and whoever is behind it usually will not.

Dating app bots: signs you are talking to a script

Bots used to be one line of broken English and a link. AI has made them fluent, so good grammar is no longer evidence of a person. What still gives them away is the real world.

• Replies arrive within seconds at any hour, always roughly the same length.
• They answer the question they expected, not the one you asked.
• They lose the thread. Details you shared yesterday never come back, or their own details quietly change.
• Sooner or later there is a link: a website, a “safety check” page, a profile on another app, a paid platform.
• Every conversation steers towards leaving the app, and never towards meeting you.

To test gently, ask something that needs a physical life: “What can you see out of your window right now?” A person answers with something oddly specific, like a neighbour’s van or rain on the bins. A script answers with something that could be anywhere.

The test that settles most doubts: a live video call

Every sign above is circumstantial. A short video call is not, and it is such an ordinary request that it never needs to sound like an accusation.

Try something like: “Before we meet, would you be up for a quick video call this week? Ten minutes is plenty.” A real person, even a nervous one, will usually find a time within a few days. If the app you met on has built-in video calling, use it, so you give out nothing. If it does not, you choose where the call happens and share only a contact detail you can afford to give out.

On the call, look for ordinary life: a room that makes sense, a face that moves naturally, a voice that fits the messages. Real-time face-swap tools — live deepfakes — exist now, so if something looks off, ask for something unscripted: a wave in front of the face, a turn to the side. Many face-swap tools still smear or flicker when a hand passes across the face.

If they refuse, notice how. A shy person says “give me a day”. A catfish says “soon” for weeks.

What a verification badge does and does not tell you

As of September 2026, most big dating apps offer some kind of selfie or video check, and a few also offer an ID check in some countries. A selfie badge usually means a live face matched the profile’s photos at some point; an ID badge means that face also matched a document. Neither tells you what the person wants, or who is typing the messages today. On IF, the selfie badge is optional and rechecked whenever someone changes their main photo; it speaks for that photo, not for every picture on the profile, and IF does not check ID. What each app’s verification badge means varies more than most people expect, so count a badge as one point in someone’s favour, not a reason to skip the call.

What to do if you think you are being catfished

1. Stop sharing. No more personal details, no new photos of yourself, and never anything intimate.
2. Ask for the video call once, plainly. Their answer is your answer.
3. Screenshot the profile and the conversation. On many apps the chat disappears for both of you when you unmatch.
4. Report the profile, even if you are not certain. The app can see patterns across accounts that you cannot, and what unmatching, blocking and reporting each do is worth knowing first.
5. Do not investigate or confront them. Unmasking whoever is behind a fake account is not your job.
6. If they have asked for money, treat it as fraud and report the profile. If you have sent any, call your bank straight away and report it to the police.
7. Tell someone you trust. Saying it out loud to a friend often makes the picture clear.

If it turns out they were not real

It can feel like a breakup and an embarrassment at once, and it is neither your fault nor a verdict on your judgement. What you felt was real; the person on the other end was not. Go back to the apps whenever you feel ready, with these checks in your pocket, and if it has left you shaken or struggling to trust anyone, talk to someone; you do not have to carry it alone. If anyone threatens you, contact the police or your local emergency services.

Then keep the part worth keeping. The hope you brought to that conversation was not the mistake. Sometimes something false makes it clearer who feels true: someone already in your life, real and simply at the wrong moment. You could tell them, though opening up face to face has its risks. You may be better off sending an IF, so that if the timing ever lines up, you are there to show them how long you have felt it.

Where IF fits

Here is what IF gives you to go on. Two single people use it like any dating app: a Like, once accepted, opens a chat. If either of you is in a relationship, no Like, match or chat is possible: the only thing you can send is an IF, and no conversation opens until you are both single. Alongside the optional selfie badge, photos and profile text are screened automatically for content that breaks the rules, though not for who is in a picture. Report and Block sit on every profile you can identify, and every report is reviewed within 24 hours. IF has no video calling, so the call above still happens somewhere you choose — treat the badge as one good sign and the call as the real test.

IF is not only for strangers, either. Search finds a specific person by the email address, phone number or Instagram handle they have shared with you. If that is someone you already like but the timing is off — they are with someone, or you are — an IF lets you say it now without putting them on the spot: a private, sealed message of up to 250 characters that opens only when you are both single. It is the opposite of a catfish: someone real, saying something true, willing to wait for the right time.

If they are on IF, they may be told an IF is waiting, but never who sent it or what it says until it opens, though people can still guess from context. If they are not, one sent to an email address triggers one short invitation email, while one sent to a phone number or Instagram handle sends nothing and waits in case they join. Your first IF is free, and how an IF works covers every situation. Say it once, mean every word, and let it do the waiting while you get on with your life. If the timing ever lines up, it may lead you to where you were meant to be all along.

Questions people ask

Can a catfish video call you?

Some can, but most avoid it, which is why asking works. Someone using stolen photos can only look like the person in them through a live deepfake, which often smears when a hand passes across the face, so if a call feels off, ask for a wave. A call that is always dark, frozen or cut short counts as a refusal.

How can you tell if a dating profile is AI?

Look for photos that are all perfect in the same way, backgrounds that dissolve up close, and no ordinary pictures at all. A reverse image search that finds nothing does not clear an AI face. A live video call, with a wave across the face, is the strongest check you have, though not a guarantee.

Are there bots on dating apps?

Yes. Apps work to remove them, but some get through, which is why reporting matters: on IF, every report is reviewed within 24 hours. The giveaways are instant, generic replies that slide past your questions and, sooner or later, a link or an invitation to another app.

Is it catfishing if their photos are just old or filtered?

Not quite. Outdated or heavily edited photos are misrepresentation, and it is fair to feel let down, but the person is real. Catfishing means the identity itself is false. The question that matters is whether the person who turns up is the one you have been talking to.

Can you find out who is behind a fake profile?

It is rarely possible and rarely wise. Report the profile to the app, which can act on the account, and go to the police if you have been threatened or have lost money. Trying to unmask them yourself usually just prolongs the contact.

Trust what you notice, ask for the call, and let real people prove they are real — the right one will not mind being asked. And if the real one turns out to be a person you already know, say how you feel in an IF, and let it wait until your timing lines up.