Strategic Pricing Research for SingleStore's BI Product Line
SingleStore | Database/Data Infrastructure
Introduction
I conducted willingness-to-pay research for SingleStore's Business Intelligence platform, validating pricing strategy and identifying untapped revenue opportunities through understanding customer value perception across different market segments.
Role: Senior UX Researcher | Timeline: 4 months
Problem Statement
SingleStore needed to understand how different customer segments valued their BI capabilities and whether their current pricing strategy captured that value. Without clear insight into customer willingness-to-pay, pricing decisions were based on competitive benchmarking rather than customer value perception.
Approach
- Conducted discovery interviews with current and prospective BI customers across company sizes and industries
- Performed Van Westendorp Price Sensitivity Analysis across customer segments
- Tested pricing tiers and feature bundling through concept testing
- Analyzed competitive pricing landscape and customer perception of alternatives
- Segmented findings by company size, industry, and use case to identify pricing opportunities
Solution
Developed pricing strategy recommendations that:
- Aligned pricing with perceived value - Different price points for different customer segments based on willingness-to-pay analysis
- Identified optimal tier structure - Validated feature bundling preferences and pricing tier positioning
- Revealed segment variations - Highlighted willingness-to-pay differences by company size, industry, and use case
- Provided framework for future decisions - Established methodology for ongoing pricing optimization and competitive positioning
Impact
- Informed SingleStore's pricing strategy for BI product launch
- Identified revenue optimization opportunities across customer segments
- Provided data-driven framework for pricing tier positioning
- Enabled competitive positioning based on customer value perception
- Established methodology for ongoing pricing decisions and market validation
Project Visuals
Want the Full Details?
For a comprehensive view of this project—including pricing methodology, willingness-to-pay analysis, market segmentation findings, and strategic recommendations—view the full case study.
View Full Case Study