The COVID-19 vaccine rollout is ongoing globally, with over 224 million doses administered worldwide, and various organizations using location data to optimize vaccine distribution and ensure equitable access. Location intelligence plays a crucial role in the optimization of cold chain transportation and spatial aspects of vaccine distribution. Public and private organizations are utilizing publicly available information and data science to build interactive maps showcasing vaccination rates, demographics, and supply chain logistics. These efforts aim to address disparities in vaccine distribution, such as those found in Philadelphia's wealthy suburbs versus city neighborhoods, and provide insights into vaccination rates in regions like Catalonia and Texas, ultimately enabling authorities to respond and ensure more equitable access to vaccines.