How can we enhance the search functionality on Bukalapak to help users find products faster?

Introduction

Enhancing the search functionality on Bukalapak to help users find products faster is a critical initiative that can significantly impact user experience and business metrics. I'll approach this challenge by analyzing user segments, identifying pain points, generating solutions, and proposing a roadmap for implementation. Let's dive in.

Step 1

Clarifying Questions

• Looking at Bukalapak's position as a major e-commerce platform in Indonesia, I'm thinking about the scale and diversity of the product catalog. Could you provide some context on the current size of the catalog and the rate of new product additions?

Why it matters: Determines the complexity of the search problem and informs potential technical solutions. Expected answer: Millions of products with thousands added daily. Impact on approach: Would focus on scalable, AI-driven solutions for categorization and relevance.

• Considering the competitive landscape, I'm curious about user retention metrics. What's our current user retention rate compared to competitors, and how does search functionality factor into this?

Why it matters: Helps prioritize between new user acquisition and existing user retention strategies. Expected answer: Retention is lower than top competitors, with search frustration as a contributing factor. Impact on approach: Would emphasize quick wins in search UX to improve retention.

• Given the mobile-first nature of the Indonesian market, I'm wondering about the distribution of search queries across devices. What percentage of searches occur on mobile vs. desktop, and are there significant differences in user behavior?

Why it matters: Informs the design approach and feature prioritization for different platforms. Expected answer: 80% mobile, 20% desktop, with mobile users showing higher abandonment rates during search. Impact on approach: Would prioritize mobile-optimized search features and performance improvements.

• Thinking about Bukalapak's broader strategy, how does improving search align with other company initiatives? Are there specific OKRs or north star metrics we're trying to impact?

Why it matters: Ensures our solution aligns with overall company goals and can be measured effectively. Expected answer: Improving GMV (Gross Merchandise Value) and reducing time-to-purchase are key objectives. Impact on approach: Would focus on solutions that directly impact conversion rates and purchase speed.