How this dating app uses artificial intelligence to match people based on something really human: music


Most dating apps ask you to squeeze yourself into a quick bio and a handful of photos, which undoubtedly leads to endless swiping and clichéd “Hi, how are you?” Don’t go anywhere. Vinelli It’s a dating app that starts in a more revealing place: what music you listen to, how you listen to it, and why it matters to you.

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Music has long served as a social shortcut. It is poignant, powerful, and brings people together in profound and sometimes unexpected ways. A favorite artist can indicate your values, emotions, and even your worldview. Vinyl treats those signals as data. In doing so, it positions itself as a cultural experiment and game-changer for traditional dating apps, being the only dating app that focuses 100% on compatibility with music.

Artificial intelligence is seeping into almost every corner of the world, including modern dating. And now, As dating apps eagerly embrace AI To automate short conversations and generate prompts for you, Vinylly is taking a lighter, more creative approach, debuting a feature called Digital Cocktail Lounge, which uses artificial intelligence to encourage actual human communication based on taste — in music or in drinks. However, all the while, it still maintains its focus on your favorite tunes to create a love match.


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Dating goes beyond basic bios and prompts

Most mainstream dating apps, from Hinge to Tinder, rely on a familiar mix of photos, prompts, and self-descriptions. The result is quick judgment and often superficial engagement. Vinyl intentionally strips away a lot of that.

Vinylly does not have a resume, said Rachel Van Nortwyk, the app’s founder. Alternatively, you can sync your streaming data and answer questions about the role music plays in your life. The app combines quantitative listening data with qualitative intent, then weights those inputs to produce matches.

What makes the Vinylly app stand out isn’t just the inclusion of music, it organizes the entire experience. Once you create an account and sync with your music streaming service, you’ll be asked to answer a few questions about favorite genres, listening habits, concert anecdotes, and other music-related questions. From there, Vinylly’s algorithm analyzes your music data to find compatible matches, and these matches are ranked by what the app calls “volume,” which is really just a measure of compatibility based on music taste. You can then browse the profiles of these matches, which are all about musical taste, and listen to songs recommended for potential matches before deciding whether or not you want to connect.

“For a lot of people, music is their identity,” Van Nortwyk said. “Exposing yourself through your music DNA leads to deeper, more emotional conversations faster.”

This is where Vinylly is distinctly different from traditional apps like Hinge. On Hinge, the prompts are designed to spark banter. At Vinylly, the conversation starts directly from each person’s listening habits. The result, according to Van Nortwyck, is not just more conversation, but better conversation.

What the data shows

Fennelly’s approach has generated a growing body of behavioral data, and the patterns are revealing. Vinylly’s user base, with around 100,000 downloads since the app was released in 2019, ranges between 18 and 45 years old, but also includes users in their 70s across the US, UK and Canada. that Internal analysis 5,000 users over the past year show clear differences in how men and women use the app and what they’re drawn to musically.

Major artists include David Bowie, Fleetwood Mac, The Beatles and Billie Eilish among women. Among men, Taylor Swift, Drake, Radiohead and Kendrick Lamar top the list. Some artists fill the gap. Taylor Swift and Radiohead feature prominently for both sets, as does Sleep Token, a heavier band that Van Nortwyk refers to as a “bridge artist.”

These interactions are important. They suggest that shared musical touchstones can function as connective tissue even across listening habits by genre or gender.

“Music is a universal language,” Van Nortwyck said. “This part isn’t surprising.”

Audio and communication science

The idea that music can bring people together is intuitive, but Fenelli’s thesis is also grounded in research. A A research paper published by German researchers in 2013 appears That when groups listen to music together, they achieve stronger cohesion and better emotional well-being. I found another paper published in December 2024 A shared musical taste is one of the strongest indicators of a relationship’s closeness and can increase intimacy. There too certificate Listening to music triggers social images in the brain, which makes us think about communicating and interacting with others.

Van Nortwyk described how she had always been a music fan, but had no experience in app development when she came up with the idea to create Vinylly. Instead, she came from a consumer and technology marketing background and used her knowledge to spot a gap in the dating app market. As a non-technical founder, she collaborated with developers and her current CTO to implement her idea — an idea based on the science and research that demonstrates the power of connecting music.

“Music improves communication within relationships,” she said. “It lowers the stress hormone cortisol, and stimulates dopamine when you share music with someone.”

In other words, music is not just a shared interest. It effectively shapes how people feel and communicate. Vinylly is trying to position itself as a facilitator of this process rather than a substitute for it.

“It’s innate to us,” Van Nortwyck said. “We’re just helping get it out of the users.”

Where AI fits in and where it doesn’t

Artificial intelligence has become the latest selling point in dating apps, often raising concerns about over-automation and loss of agency. Vinylly takes a remarkably disciplined approach.

The app integrated OpenAI’s ChatGPT in 2023, but not for writing profiles or automated message matches. Instead, the AI ​​appears first in a feature called Digital cocktail loungewhich simulates buying someone a drink. This feature lets you mix two types of music, and the AI ​​creates a personalized cocktail recipe that can be shared as an icebreaker.

“It takes it from a digital experience to something that feels more real,” Van Nortwyk said.

There are more ambitious uses of AI to come, but with guardrails. Vinylly is developing a subscription feature that suggests matches outside of your self-imposed filters, based on patterns that lead to an actual conversation. The key word is subscription.

“I strongly believe that AI should be a co-pilot,” Van Nortwyck said. “It’s not something that’s forced on users.”

This philosophy contrasts with many traditional dating apps, where algorithmic decisions are ambiguous and unavoidable, and AI is becoming more ingrained in the platform. Fenelli’s approach reflects broader skepticism among Americans who are not anti-AI but worry about losing control.

Instead, Vinylly focuses on something that transcends borders, connects people across space and time, and stirs our souls: music.



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