Enhance On-Time Delivery Metrics and Route Optimization Using Amazon Delivery Dataset Scraping and Analysis for Scalable and Reliable Distribution Growth. In today’s hyper-competitive ecommerce ecosystem, on-time delivery is no longer a differentiator—it is a baseline expectation.