What factors are contributing to the sudden increase in invalid traffic rates for Simpli.fi's programmatic display campaigns this quarter?

Introduction

The sudden increase in invalid traffic rates for Simpli.fi's programmatic display campaigns this quarter is a critical issue that demands immediate attention. As we analyze this product challenge, we'll follow a systematic framework to identify, validate, and address the root cause while considering both immediate and long-term implications.

Our approach will involve a thorough examination of potential factors, data analysis, and hypothesis generation. We'll prioritize understanding the issue's context, evaluating internal and external factors, and developing a comprehensive resolution plan.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in our traffic sources. Have we onboarded any new publishers or ad networks in the past quarter?

Why it matters: New traffic sources could introduce invalid traffic if not properly vetted. Expected answer: Yes, we've added several new publishers. Impact on approach: If confirmed, we'd focus on analyzing these new sources.

• Considering the scale of the issue, I'm wondering about our detection methods. Has there been any recent update to our invalid traffic detection algorithms or tools?

Why it matters: Changes in detection could lead to false positives. Expected answer: Our fraud detection system was upgraded last month. Impact on approach: We'd need to validate the new system's accuracy.

• Given the nature of programmatic advertising, I'm curious about our bidding strategies. Have we made any significant changes to our bidding algorithms recently?

Why it matters: Aggressive bidding could attract more invalid traffic. Expected answer: We've implemented a more aggressive bidding strategy. Impact on approach: We'd examine the correlation between bidding changes and invalid traffic.

• Thinking about external factors, I'm considering industry trends. Are our competitors experiencing similar increases in invalid traffic rates?

Why it matters: Industry-wide issues would require a different approach. Expected answer: We're not sure about competitors' specific metrics. Impact on approach: We'd need to gather industry data for comparison.