Confidence is a product intelligence platform built by Spotify. Spotify's approach to building products has always combined data with judgment and taste, and that scientific rigor is what Confidence brings to customers. Confidence is born from experimentation, but that’s now part of a wider story. Confidence analyzes your user signals, surfaces what's working, suggests the next move, and validates the hypothesis before it ships. You stay in the loop and approve the moves that matter.

The agentic development environment with institutional memory. Xirp connects to your services, ownership, docs, and architectural decisions so every session starts with real context. Powered by Spotify Portal.

Whether you're into the music, podcasts, or both, the Miniplayer is your go-to. It delivers a balanced experience, catering equally to both video and music content.