Best music recommendation analysis tools in 2025
Detects inappropriate content in song lyrics for mindful listening.
No pricing info
open
Central marketing for musicians to engage fans and grow careers.
Free
+ from €18/m
open
Connects artists with fans through music performance insights.
Free
+ from €149/m
open
Easy music distribution for independent artists worldwide.
Free trial
+ from $22.99/y
open
Streamline music industry workflows and boost creativity.
Free
+ from $20/m
open
A badge system for distinguishing human-created content from AI.
Paid
+ from $5.00/m
open
AI-driven music catalog management and analysis solution.
No pricing info
open
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