ResourcesMerch & E-Commerce ROAS
Direct-to-Fan Commerce
Merch & E-Commerce ROAS
Shopify CAPI integrations, top 5% Spotify listener retargeting, and high-urgency vinyl pre-order countdown funnels.
Articles & Field Guides (2)
Curated for Artists & Label Marketers 6 min readAugust 2026
Retargeting the Top 5% of Spotify Listeners with Limited Vinyl
How to build custom lookalike seeds from high-frequency streaming listeners to drive direct $65+ average order value purchases.
#Shopify CAPI#Vinyl Pre-Order#Superfan ROAS
Free AccessRead Article
7 min readJuly 2026
Shopify CAPI Setup for Record Labels: Server-Side Attribution
A step-by-step technical guide to integrating Meta Conversions API with Shopify for exact revenue tracking without cookie loss.
#CAPI Telemetry#E-Commerce#Label Tech
Free AccessRead Article
Put these playbooks into practice
Simulate any release or tour strategy in the unauthenticated Sandbox with zero credit card required.