For Rakuten Advertising's influencer marketing platform, should we emphasize quantity of influencers or quality of engagement metrics when evaluating campaign success?

Introduction

For Rakuten Advertising's influencer marketing platform, we're facing a critical trade-off between emphasizing the quantity of influencers or the quality of engagement metrics when evaluating campaign success. This decision will significantly impact our platform's value proposition, user experience, and overall business strategy.

I'll analyze this trade-off by examining the product context, identifying key metrics, designing experiments, and providing a data-driven recommendation. My approach will consider both short-term performance and long-term strategic implications.

Step 1

Clarifying Questions (3 minutes)

• Context: I'm thinking our current platform might be struggling with balancing influencer quantity and engagement quality. Could you share any specific issues or trends we've observed that led to this trade-off consideration?

Why it matters: Helps identify the root cause and urgency of the problem. Expected answer: Recent decline in campaign ROI despite increasing influencer numbers. Impact on approach: Would focus on optimizing quality metrics if ROI is declining.

• Business Context: Based on Rakuten's e-commerce focus, I assume our revenue model is primarily based on affiliate commissions. Is this correct, and how does the influencer platform fit into our overall revenue strategy?

Why it matters: Aligns solution with business model and revenue goals. Expected answer: Confirm affiliate model, influencer platform as key growth driver. Impact on approach: Would prioritize metrics that directly tie to conversion and revenue.

• User Impact: I'm thinking we have two main user groups - advertisers and influencers. Are there any specific segments within these groups that are more affected by this trade-off?

Why it matters: Ensures we consider all stakeholder needs in our decision. Expected answer: Mid-tier advertisers and micro-influencers most impacted. Impact on approach: Would tailor solution to address needs of these key segments.

• Technical: Considering the scale of our platform, I'm curious about our current capabilities for measuring engagement quality. Do we have the technical infrastructure to track and analyze deep engagement metrics across all influencers?

Why it matters: Determines feasibility of implementing a quality-focused approach. Expected answer: Basic engagement metrics in place, advanced analytics in development. Impact on approach: Might need to phase in quality metrics based on technical readiness.

• Timeline: Given the potential impact on our Q4 performance, I'm assuming this decision is time-sensitive. What's our timeline for implementing changes based on this trade-off analysis?

Why it matters: Influences the scope and depth of experiments we can conduct. Expected answer: Decision needed within next month, implementation by Q3 end. Impact on approach: Would design rapid experiments and focus on quick-win optimizations.