Problem: A leading music software brand knew what customers were buying, but not how they were buying. They lacked visibility into which products drove first-time conversions versus repeat purchases, and how much research customers typically conducted before purchasing. 

Result: Paapi replaced assumption-based decisions with a clear, evidence-backed picture of the full customer journey.

• Facebook identified as the highest-research channel, averaging 27 page views before a paid conversion

• First-converter products identified, focusing performance spend where it drives genuine new customer acquisition which directly informed the creative strategy

• Measured reduction in time to conversion following creative and strategy changes informed by Paapi data