The article explores how Google Maps influences the survival of restaurants in London through its ranking system. By analyzing over 13,000 restaurants using machine learning, the author reveals that visibility on the platform disproportionately benefits chains and established venues, while new independents struggle to gain traction. A dashboard has been created to visualize these dynamics and identify underrated restaurants.