Tinder® offers Photo Verification to make sure the person youre talking to matches their photos. Verified profiles will have a blue checkmark and we strongly suggest you get one—they look good on everyone and help keep our community safe.

How does recommended work on Tinder?

The ML algorithm is trained across Tinders large population base using right swipes as positive samples and left swipes and negative samples. Then when a user loads the app, the pretrained model will score every potential match against this user and show the highest probability yes-swipes.

How does Tinder determine popular users?

The dating app uses data to give every user a desirability rating. You might not realize it, but anyone whos used the popular dating app is assigned an internal rating: a score calculated by the company that ranks the most (and least) desirable people swiping on the service.

Does Tinder Show closest people first?

Hot people come first (allegedly) Those within your gender, age and distance restrictions who have the highest attractiveness score will be the first 10-15 users you see when you first open the app, because this makes you think that Tinder has LOADS of fit people on it.