StarByFace is an AI-driven app that scans user-uploaded photos and finds celebrity lookalikes. It uses facial recognition technology to analyze facial features and compare them with a database of celebrity photos, providing a percentage-based match. Users can explore which celebrities they resemble and share the results on social media. StarByFace is popular among users looking to have fun and explore visual similarities with famous figures.