How Do Dating Apps Prevent Catfishing?

They do two things. They ask members to prove that the face in the photos belongs to the person holding the phone, and they run software and human moderators that flag accounts that look fake, spammy or scammy. Tinder, Bumble and Hinge all use some version of both, and none of them says the result is a promise that every account is real.

The main tool is a short selfie that gets compared to the photos on an account.

Tinder's Photo Verification asks you to submit a short video selfie. Tinder compares it to your photos with facial recognition technology, and an account that matches earns a blue check mark.

Hinge's Selfie Verification works the same way at heart: a quick video selfie shows that you look like your photos. In certain regions Hinge goes further and requires a biometric Face Check.

Bumble's Photo Verification compares a selfie to your photos. Software and a person both review it. It is mandatory in the USA, and elsewhere it is optional unless Bumble asks for it.

The video part matters. A catfish usually has someone else's pictures, and a live selfie is hard to fake with a stolen photo.

Tinder also offers an optional ID + Photo Verification in select markets. It checks a government-issued ID against your face and your profile photos, and it earns a badge.

That step ties a face to a document, which is a stronger claim than a face matching a set of photos. Because it is optional and only offered in some places, most accounts you see will not carry it.

Not every fake account gets caught by a selfie, because a fake does not have to verify anything.

Bumble says its Deception Detector uses machine learning plus human moderators to flag fake, spam and scam accounts. It also says a team watches for fake profiles around the clock. The software looks for accounts that behave like fakes. A person then reviews what it flags.

The apps also depend on reports. Hinge tells its users to report anyone who asks for money or pushes the conversation off the app. That report is how a bad account that slipped past the checks gets removed.

A badge tells you the face matched the photos. Nothing more.

Tinder says the blue check mark does not vouch for the information another user provides, and it recommends doing your own research on a match. Hinge says its verification badge does not vouch for identity or safety.

So a verified woman is probably who her photos show. She may still be unavailable, years older than she says, or after your money. And a woman with no badge is not a fake, because the badge is often optional.

Money is the usual giveaway. Hinge's own safety advice is to never send money, and a match who brings up cash, gift cards or a sudden emergency is running a script, whatever her badge says.

The second sign is a push to leave the app. A new match who wants to move to a private messenger on the first day is avoiding the one place that can see what she is doing.

The third is a story that never meets reality. If every request to talk on the phone or on video gets an excuse, the photos probably belong to someone who would not recognize you.

The app handles the first filter. Your job is the second.

Ask ordinary questions and watch whether the answers hang together. Take your time before sharing your address, your workplace or your daily routine, which is the advice Hinge gives. Put a short video call on the calendar before you spend an evening on a date, and treat a woman who agrees as a good sign.

None of this needs suspicion. It takes about five minutes of attention, and it saves the man who would otherwise show up to a coffee with nobody.

Most of the checks protect you from fakes. They also reward you for passing them.

A man who verifies his own account removes the same worry from the woman looking at it. She is deciding quickly, and every reason to keep scrolling counts. An account with a badge, clear photos and a specific opening line gives her fewer of them.

Catfish are a small part of what slows a man down on the apps. Most of the time the cause is a weak first photo or a message that could have been sent to anyone. Fix those first, then use the safety tools as the sensible extras they are.