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

SingleStore BI Pricing Case Study Slide 1 SingleStore BI Pricing Case Study Slide 2

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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.

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