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Interactive demo — all data is fabricated

Algorithm Weights

Configure recommendation algorithm weights. Changes are logged for audit.

Version 2.4.1·Last updated: Apr 10, 2026, 1:02 PM

Sliders below control how the matching algorithm scores compatibility between users. Adjustments take effect within 10 minutes and are designed to drive higher engagement with vibe-matched pairs.

Genre Match0.35
Artist Overlap0.25
Listening Time0.2
Social Signals0.2
Vibe Points Weight0.4
Max Points Cap100
Decay Rate0.15
Boost Multiplier1.5
Exact Match0.5
Genre Proximity0.3
Popularity Factor0.2