analytics and growth category
                Attribution WindowsLookback periods (e.g., 7/28 days) where conversions are credited to a campaign. more 
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                                Brand PartnershipsCo-marketing and sponsorships that trade exposure, content, or fees for placement tied to your music. more 
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                                CAC & LTVCustomer Acquisition Cost vs Lifetime Value. Aim for LTV ≫ CAC across music + merch + tickets. more 
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                                Creative A/B TestingCompare thumbnails, hooks, captions, and mix tweaks; keep only statistically meaningful lifts. more 
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                                Daily Active ListenersUnique listeners per day. A leading indicator for momentum and algorithmic favor. more 
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                                Drip Content StrategyPlanned, serialized content drops around a release to sustain algorithmic touchpoints. more 
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                                Fan Data StewardshipCollect and store emails/PII responsibly, comply with privacy laws, and honor unsubscribe preferences. more 
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                                Geo Targeting & Market EntryFocus ad spend, press, and touring where organic data shows traction. more 
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                                Pixel & Conversion EventsTrack page views, pre-saves, email signups, and purchases for ad optimization. more 
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                                Playlist Source MixBreakdown of streams from algorithmic, editorial, user playlists, and library; guides pitching focus. more 
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                                Retention CohortsTrack listener return rates by acquisition week/campaign to judge durable growth. more 
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                                            Analytics and Growth
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                                Save-to-Listen RatioHow often listeners save the track. Strong ratios correlate with algorithmic boosts. more 
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                                            Analytics and Growth
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                                Skip RatePercentage of plays skipped in the first 30–60 seconds; high values suggest intro or targeting issues. more 
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                                Windowing StrategyTemporarily limiting a release to certain platforms/formats to maximize attention or revenue. more 
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