The evolution of digital marketing has shifted the focus from mass reach to meaningful, targeted engagement. Understanding consumer behavior—especially within niche markets—has become the cornerstone of modern marketing strategies. With tools like behavioral tracking, personalized content delivery, and algorithm-driven recommendations, brands