The rapid growth of quick commerce and on-demand grocery platforms has transformed how consumers shop and how retailers compete. Pricing, availability, and delivery promises now change multiple times a day, creating a highly dynamic retail environment. To stay competitive, businesses need immediate access to granular market signals rather than delayed reports or manual tracking. This is where Real-time grocery price Scraping via Instashop data becomes a strategic advantage for modern retail analytics.