Technical Knowledge
Explanations of how artist.tools works internally, how our algorithms work, and more.
Articles in this collection
- Understanding Unchecked & N/A Status Labels
Throughout artist.tools, you'll see various status labels on metrics like followers, popularity scores, streams, and other data fields. These labels indicate the current state of the data and whether it's ready to view.Data Status...
- Genre Data Sources & Updates
Genre information on artist.tools comes directly from Spotify. We display the genres Spotify assigns to artists, playlists, and keywords based on their aggregated data.Where Genre Data Comes FromAll genre data is sourced from Spotify's...
- Understanding Listener Estimate for Playlists
Listener Estimate shows how many unique listeners a playlist might deliver to an artist in a middle slot over a 30-day period. This metric helps you evaluate playlist reach before pitching, but it's an estimate based on public Spotify signals—not...
- Understanding the Spotify Search Algorithm
Spotify Search works in distinct stages: matching your playlist to a query, then deciding where to rank it among the results. The first stage is about eligibility — whether your playlist can appear at all for a given search. The second stage is...
- Understanding the 'Possibly AI' Badge
The "Possibly AI" badge means AI-related metadata was detected somewhere in the track's audio chain by one or more digital streaming providers (DSPs). It does not mean the track is fully AI-generated.What "Possibly AI" meansWhen you see the Possibly...
- Badge and status glossary
Quick reference for every badge, status label, and metric indicator used across artist.tools.Bot detection labelsBadgeMeaningCleanConsistent with normal organic growthSuspiciousModerate anomalies detectedFlaggedClear indicators of bot...