How can we explain the sudden 25% decline in lead conversion rates for Palmetto's residential solar financing program in the last month?

Introduction

The sudden 25% decline in lead conversion rates for Palmetto's residential solar financing program is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product and business.

I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into the product, user journey, and metrics. From there, I'll generate data-driven hypotheses, conduct root cause analysis, and propose validation methods and solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might have been a recent change in the product or marketing strategy. Has there been any significant update to the solar financing program or its promotion in the last 1-2 months?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, there was a website redesign or new marketing campaign. Impact on approach: If yes, I'd focus on analyzing the impact of these changes.

• Given the specific 25% drop, I'm wondering about the stability of our lead tracking system. Have there been any known issues or changes with our analytics tools or lead tracking processes recently?

Why it matters: Technical issues can sometimes masquerade as performance problems. Expected answer: No known issues with tracking systems. Impact on approach: If there are issues, we'd need to audit our data collection first.

• Considering the nature of solar financing, I'm curious about seasonal trends. How does this 25% drop compare to the same period in previous years?

Why it matters: Seasonal fluctuations could explain some variance in lead conversion. Expected answer: This drop is unusual compared to previous years. Impact on approach: If seasonal, we'd need to adjust our baseline expectations.

• Thinking about market dynamics, have there been any significant changes in competitor offerings or government incentives for solar adoption in the last month?

Why it matters: External factors can significantly impact consumer behavior. Expected answer: No major changes in the competitive or regulatory landscape. Impact on approach: If there are changes, we'd need to reassess our value proposition.