Many of these initiatives were developed through iterative
experimentation across QuickBooks.com. Rather than optimizing
isolated screens, the work focused on understanding how pricing
structure, messaging hierarchy, AI positioning, ecosystem
packaging, service visibility, and upgrade framing influenced
conversion, SKU mix, premium adoption, attach behavior, ARPU
growth, and long-term revenue performance.
Venus
Initial pricing-system evolution
First-step evolution of the pricing system that set the structural foundation.
Nova
Platform packaging & lineup optimization
Updated plan packaging and merchandising to support broader ecosystem strategy.
Mid-March dry test
Validation for upcoming rollout
De-risked the AI + expert framing ahead of the SuperNova production launch.
SuperNova
Production launch · AI + expert integration
Live pricing experience supporting AI capabilities and expert-service integration at scale.