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Product Management Root Cause Analysis Question: Investigating OfferZen's sudden drop in job applications

Why has the number of job applications submitted through OfferZen's platform dropped by 30% in the last month?

Data Analysis Problem-Solving Strategic Thinking Tech Recruitment Job Platforms SaaS
User Engagement Data Analysis Product Metrics Root Cause Analysis Tech Recruitment

Introduction

The recent 30% drop in job applications submitted through OfferZen's platform is a critical issue that demands immediate attention. As we delve into this product execution problem, we'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term and long-term implications for the platform's success.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Considering the timing, I'm wondering if there have been any recent changes to the platform's user interface or application process. Have there been any significant updates to the job application flow in the last 1-2 months?

Why it matters: Recent changes could directly impact user behavior and application submission rates. Expected answer: Information about recent platform updates or lack thereof. Impact on approach: If changes were made, we'd focus on those specific areas; if not, we'd look at other factors.

  • Looking at the user segments, I'm curious about the distribution of this drop across different job categories or experience levels. Is the 30% decrease uniform across all job types and seniority levels, or are certain segments more affected?

Why it matters: Identifying patterns in affected segments could point to specific issues or market trends. Expected answer: Data on application trends across different job categories and experience levels. Impact on approach: Uneven distribution would lead us to investigate factors specific to the most affected segments.

  • Considering potential external factors, I'm interested in the broader market context. Has there been any significant change in the overall job market or economy in the regions where OfferZen operates?

Why it matters: External economic factors could be influencing job seeker behavior across the board. Expected answer: Information on relevant economic indicators or job market trends. Impact on approach: Strong external factors might shift our focus to adapting to market conditions rather than internal platform issues.

  • Thinking about user engagement, I'm wondering about any changes in traffic or user activity on the platform. Has there been a corresponding drop in overall site visits or time spent on the platform?

Why it matters: This helps distinguish between issues with attracting users versus converting them to applicants. Expected answer: Data on site traffic and user engagement metrics. Impact on approach: If traffic is stable but applications are down, we'd focus on conversion funnel issues; if traffic is also down, we'd look at broader visibility or attraction problems.

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