HMN 2026: How Analysis of 1,000 Tinder profiles reveals nine standard pose types

Choosing a Tinder profile picture may feel like a free, personal and creative act. But how true is that? A new study from the Universitat Oberta de Catalunya (UOC) shows that, far from being unique, most users follow one of a small number of visual strategies. The research, led by Alejandro García Alamán, a member of the CIRCLE Lab and instructor at the Faculty of Psychology and Education Sciences, identifies nine standardized profile types that recur systematically on these platforms.

The study, based on an analysis of 1,000 real Tinder profiles in the Barcelona area, was published in The Journal of Sexual Medicine and combines psychological methods with data analysis and machine-learning techniques. “Talking to my patients in the office, I detected a growing unease among users of dating apps, similar to burnout at work. And it was this combination of disappointment, boredom and depersonalization, because all Tinder profiles were alike, that led me to investigate what was going on,” said psychologist García Alamán.

Working with Adrián Montesano, another researcher in the UOC’s CIRCLE Lab, the team examined how Tinder users present themselves through their profile photos. They found a high degree of stereotyping that fits into nine characteristic visual patterns. The pattern a person adopts depends largely on age, gender and sexual orientation.

Nine ways to present yourself

The researchers used a visual variable coding process and a clustering algorithm to identify nine clearly differentiated visual patterns. These patterns do not describe people, but strategies for how they present themselves. The first and most frequent is a half-length portrait facing the camera, which accounts for almost a quarter of the profiles analyzed. The person is dressed, looking directly at the camera in an urban or domestic environment. This is the most neutral and socially acceptable presentation.

The second profile corresponds to people who appear looking in a different direction. These photographs seem more spontaneous and convey informality and a certain distance. In them the body can be shown partially or totally. The third cluster comprises people presented with a close-up of the face, usually looking at the camera and often in indoor settings. The fourth profile is a full-length portrait looking at the camera. It shows the full body, usually dressed, and is especially common among heterosexual women.

The detailed nature of the classification system can be seen in the fifth group: users with sunglasses. This element, which might seem secondary, appears so consistently that it forms a pattern in itself and, according to the authors, functions as a form of protection and partial concealment. The sixth profile corresponds to people photographed surrounded by nature, such as mountains or forests. It’s a strategy that is especially common among heterosexual men and conveys activity, health and a connection with nature.

The next corresponds to profiles where there is a high degree of nudity or semi-nudity. These are photographs where the body has a clear role, often in domestic or beach settings and accounts for 7% of users. At the opposite extreme, the eighth group are users who choose to use images of landscapes, objects or neutral backgrounds rather than their own image. This strategy clearly increases with age. Users in the last group use images of parts of the body, without showing their face. This is the least frequent profile (3%), but also the most extreme in terms of exposing the body.

What shapes how we present ourselves?

According to the researchers, these strategies reflect not so much who we are as who we think we should be to be liked. “Choosing a strategy based on social desirability strips us of authenticity and blurs our identity as individuals. It protects us, but at the same time it stereotypes us,” said García Alamán.

The results suggest that age is the factor that has the most predictive weight in profile pictures. “This is due to how we manage exposure of the body and how the effects of the passage of time are disguised as we get older,” he explained. Young people expose themselves much more, while in older groups there is a progressive concealment: first with sunglasses, close-ups or photos of part of the body and, from the age of 50, directly without photos of the body.

Gender and sexual orientation also have an influence, albeit to a lesser extent. Among heterosexual profiles, women smile more and appear with less clothing, showing more of their whole body, while men are more action-oriented or nature-oriented and show less of their bodies. The results also reveal that lesbian women show less of their bodies and smile less than heterosexuals, while gay men look at the camera and smile more than heterosexuals.

Dismantling the myth of nudity

The team used a computer system to analyze thousands of Tinder profile images and encoded certain variables with their corresponding values. From the data compiled, the optimal number of resulting patterns was calculated and, finally, a classification algorithm based on minimum distances grouped the samples in each cluster to analyze their consistency. “It is a method widely used in market research and also in psychology and medicine,” they explained.

The results showed that only 10% of users have profile pictures with a substantial degree of nudity. “You might say that it’s not as many as you’d expect from an app designed for sexual relationships, but that’s not what Tinder is. Despite its reputation, it is more of a multi-purpose platform. You also have to remember that people may exercise a degree of caution when showing themselves, even if their intentions are sexual, because they can remove your profile if you are too explicit,” said García Alamán.

Tips for using dating apps more consciously

The team pointed out that, although dating apps give the impression of letting us choose freely, in reality users move within fairly limited visual conventions. “Understanding this can help people to use them with greater awareness and feel less pressure: your profile should not define you, nor should the app affect your self-esteem,” said García Alamán. He recommends users not worry excessively about whether their profile is similar to others, as this is common and doesn’t necessarily mean they will lose out. “Another piece of advice is to be clear that the first person who has to like a profile picture is you; you shouldn’t be afraid to deviate from what everyone else is doing and be a bit more authentic.”

Following the publication of this study, the researchers at the CIRCLE Lab are now working on analyzing whether the patterns identified in visual profiles are reflected in Tinder users’ written bios and determining whether the patterns we use when we seek love online are even more pervasive than we think.

The content is provided for information purposes only.