## Introduction

The home improvement industry is experiencing a transformative shift in consumer engagement and project execution. Traditionally, homeowners relied on in-store discovery, circulars, and contractor recommendations to guide their renovation journeys. However, the digital landscape has revolutionized this process, making it crucial for home improvement retailers to adapt their marketing strategies. Enter influencer marketing: a dynamic approach that emphasizes a project-based mode...