The Online Shared Supply Allocation (OSSA) problem addresses the challenge of allocating limited resources across multiple locations without the possibility of replenishment, which is crucial in scenarios like vaccine distribution. A new policy, GPA, has been developed that achieves a 4/3 approximation to the optimal solution, demonstrating improved performance in resource allocation under uncertainty and limited supply conditions.