Inspiration

Modern dating apps often encourage endless swiping and messaging without ever leading to real-life interaction. Many people match with someone and never actually meet. At the same time, approaching someone in person can feel intimidating, especially for shy individuals.

We wanted to explore how technology could encourage real-world connections instead of replacing them. Inspired by the idea of “signals” from nearby people, we built Love Signal to help people discover when someone around them might be interested too — turning digital signals into real-life opportunities to connect.

What it does

Love Signal helps people discover potential connections based on proximity, encouraging real-life interactions rather than long online conversations.

Users can browse nearby profiles and send a signal to someone they’re interested in. If the other person also signals back, it becomes a match, and both users receive a notification.

Once matched, users have 30 minutes to meet and talk in person before the match disappears. This creates a sense of spontaneity and encourages people to act on the connection rather than letting it fade into endless messaging.

The app also includes:

A map view where users can see nearby connections

Customizable profiles to express personality and interests

Private signaling, meaning if someone doesn’t match with you, they never know you liked their profile

The goal is to make meeting someone nearby feel natural, exciting, and low-pressure.

How we built it

We built Love Signal as a web application focused on a simple and intuitive user experience.

The frontend handles profile browsing, signaling interactions, match notifications, and the map interface showing nearby users. Users can customize their profiles and explore connections around them in real time.

Behind the scenes, the system uses location-based filtering to ensure users only see people who are physically nearby. When two users signal each other, the system creates a mutual match event and triggers the 30-minute window for them to meet.

Our design prioritizes speed and simplicity so users can quickly discover nearby signals and decide whether to connect.

Challenges we ran into

One challenge was designing an interaction flow that encourages real-life meetings rather than replacing them with online messaging. Most dating apps are designed around chatting, so we had to rethink how users interact once they match.

Another challenge was implementing proximity-based discovery, ensuring that users only see potential matches when they are actually nearby while maintaining a smooth and responsive experience.

We also had to think carefully about the temporary match system, where matches disappear if users don’t connect in time, balancing urgency with a fun user experience.

Accomplishments that we're proud of

We’re proud of creating a concept that shifts the focus of dating apps back toward real-world interaction.

Some highlights include:

A proximity-based discovery system that encourages real-life encounters

A mutual signal mechanism that protects user privacy

A time-limited match feature that motivates people to meet

A map-based interface that visualizes nearby connections

Most importantly, we built something that can help people feel more confident taking the first step toward meeting someone in person.

What we learned

Through building Love Signal, we learned how small product design choices can strongly influence user behavior. Features like proximity restrictions and time-limited matches change how people approach connections.

We also gained experience designing systems that combine location-based features, matching logic, and interactive UI elements to create a seamless experience.

Most importantly, we learned that technology can be used not just to connect people online, but to encourage meaningful interactions in the real world.

What's next for Love Signal

In the future, we would like to expand Love Signal with features that make real-life connections even easier and safer.

Potential improvements include:

Enhanced location accuracy and discovery

Safety and verification features

Suggested nearby meeting spots

Interest-based signals and smarter matching

Community features such as events or shared spaces

Our long-term goal is to create a platform where technology helps people notice the signals around them and turn them into meaningful real-world connections.

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