Introduction
The decline in average order value (AOV) for collectible card sales on Whatnot by 15% over the past quarter is a significant issue that requires thorough investigation. This analysis will systematically identify potential root causes, validate hypotheses, and propose solutions to address both immediate concerns and long-term implications for the platform's success.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal trends could explain fluctuations in AOV. Expected answer: Yes, it's been compared and the decline is still significant. Impact on approach: If seasonal, we'd focus on year-over-year comparisons rather than quarter-over-quarter.
Why it matters: Identifying affected segments helps narrow down potential causes. Expected answer: The decline is more significant among casual buyers. Impact on approach: We'd focus on understanding changes in casual buyer behavior or product offerings targeting this group.
Why it matters: Product changes could directly impact user behavior and AOV. Expected answer: A new UI for browsing collections was implemented. Impact on approach: We'd investigate how the new UI might be affecting discovery and purchase decisions.
Why it matters: Changes in inventory could affect overall AOV. Expected answer: There's been an increase in lower-value card listings. Impact on approach: We'd examine how inventory mix impacts AOV and explore ways to promote higher-value listings.
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