Smart link platforms report visits, click through rate, and destination splits. None of that tells you which ad set produced listeners. A breakdown of where smart link measurement stops, and what campaign level decisions require instead.
Two ad set variants can win different halves of the funnel. Here's how a five-variant Meta test isolated top-of-funnel efficiency from stream quality, then combined both mechanisms for a 15% lower cost per stream than production control, measured on attributed Spotify streams, instead of only Meta's on-platform metrics.
Artist reported data shows why listener quality metrics like save rate, skip rate, and streams per listener matter more than raw stream volume for algorithmic placement.
A high TikTok view count does not reliably predict a Spotify stream. Here is why the conversion gap exists and how artists and labels are closing it
Spotify says Discovery Mode can increase saves, followers, and playlist adds. Artists report a different reality. We examined the numbers, the royalty trade-off, and how Discovery Mode compares to Meta ads for building a sustainable fanbase.
How to make Instagram Reels that promote your music—five formats that work, a batch workflow from track to post-ready clip, no video editor required.
