Introduction
The high percentage of shoppers reviewing the return policy before shopping indicates a potential issue with customer trust or uncertainty about the product offerings. This analysis will systematically identify, validate, and address the root cause while considering both immediate and long-term implications for the eCommerce site.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Understanding the timeline helps identify potential triggers. Expected answer: It's a recent trend over the last month. Impact on approach: Recent change would focus on recent site updates or external factors.
Why it matters: Helps target the root cause more precisely. Expected answer: It's more common among first-time visitors and for higher-priced items. Impact on approach: Would focus on improving new user experience and addressing concerns for premium products.
Why it matters: Could explain increased views if policy is more visible. Expected answer: No recent changes to policy visibility. Impact on approach: Would shift focus to user motivations rather than site design.
Why it matters: Policy changes could directly impact user behavior. Expected answer: Minor update to extend return window from 30 to 60 days. Impact on approach: Would explore if extended policy is causing more consideration rather than confidence.
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