Why has the average order value for electronics on Tokopedia declined by 20% this month compared to last month?

Introduction

The recent 20% decline in average order value (AOV) for electronics on Tokopedia is a significant issue that requires immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for the platform.

Step 1

Clarifying Questions (3 minutes)

• Considering the timing, I'm wondering if there have been any recent changes to the product catalog or pricing strategy. Have we introduced any new budget-friendly electronics or adjusted our pricing algorithms in the past month?

Why it matters: Changes in product mix or pricing can directly impact AOV. Expected answer: Information about recent product or pricing changes. Impact on approach: If changes were made, we'd focus on their specific effects on AOV.

• Looking at user behavior, I'm curious about any shifts in traffic sources. Has there been a significant change in the proportion of users coming from different marketing channels compared to last month?

Why it matters: Different traffic sources can attract users with varying purchase intentions and budgets. Expected answer: Data on traffic source distribution changes. Impact on approach: If there's a shift, we'd investigate the characteristics of users from different channels.

• Considering external factors, I'm thinking about potential market changes. Have there been any major product launches or promotions by competitors in the electronics category this month?

Why it matters: Competitive actions can influence consumer behavior and spending patterns. Expected answer: Information on significant competitor activities. Impact on approach: If present, we'd analyze how these activities might be affecting our AOV.

• Regarding technical aspects, I'm wondering about any recent platform updates. Have there been any changes to the checkout process, payment options, or recommendation algorithms in the past month?

Why it matters: Technical changes can impact user experience and purchase decisions. Expected answer: Details on recent technical updates or lack thereof. Impact on approach: If updates occurred, we'd focus on their potential impact on AOV.