Many of our rankings are inspired by tool submissions and requests from the RankmyAI community. In this article, we explain how suggestions from users and companies help us identify new use cases, create new rankings, and offer free benchmarking based on web traffic, investment activity, and user reviews.

AI audio generation has matured fast, spanning music creation, voice synthesis, dubbing, and real-time sound design. This guide breaks down what these tools actually do, where they differ, and how to choose confidently based on your use case.