Retail health data scraping can provide insights into clinic distribution, market trends, and dominant providers, aiding strategic decision-making. These clinics, often located within shopping centers or pharmacies, provide walk-in services for basic medical needs. However, more comprehensive data regarding the number, distribution, and ownership of retail health clinics in the US is needed.