How can Homes.com enhance its property search filters to provide more personalized results for homebuyers?

Introduction

To enhance Homes.com's property search filters for more personalized results, we need to deeply understand our users' needs and pain points. I'll analyze the current situation, identify key user segments, and propose targeted solutions to improve the search experience. Let's begin by clarifying some crucial aspects of the problem.

Step 1

Clarifying Questions (5 mins)

• Looking at the product context, I'm thinking Homes.com might be facing increased competition from other real estate platforms. Could you share insights on our current market position and how it's influencing this improvement initiative?

Why it matters: Determines if we focus on differentiation or catching up to competitors Expected answer: We're a strong player but losing some market share to newer, tech-savvy competitors Impact on approach: Would emphasize innovative, tech-driven solutions to regain competitive edge

• Considering user behavior, I'm curious about the cross-platform usage patterns. Are users primarily accessing Homes.com via mobile devices, desktop, or both? How does this impact their search behavior?

Why it matters: Influences the design and functionality of our improved filters Expected answer: Increasing mobile usage, but complex searches still often done on desktop Impact on approach: Would focus on mobile-first design while ensuring desktop power users are catered to

• Regarding product lifecycle, where does Homes.com stand in terms of user growth and retention? Are we looking to acquire new users or improve engagement with existing ones?

Why it matters: Shapes our focus on acquisition vs. retention strategies Expected answer: Stable user base, but looking to improve engagement and retention Impact on approach: Would prioritize personalization features that increase user satisfaction and loyalty

• From a data perspective, what kind of user data do we currently collect and utilize for personalization? Are there any privacy constraints we need to consider?

Why it matters: Determines the extent of personalization possible and potential limitations Expected answer: Basic search history and saved preferences, with plans to expand data collection Impact on approach: Would explore ways to ethically expand data collection while respecting privacy