The digital commerce landscape has become increasingly competitive, with thousands of brands competing across online marketplaces, direct-to-consumer platforms, and retail websites. As customer preferences evolve rapidly, businesses require accurate and real-time market intelligence to understand competitor behavior, pricing strategies, customer sentiment, and product performance. To remain competitive, companies now actively extract brand-level insights from online stores using advanced analytics and automation technologies.