Delivery in less than three hours used to be mostly available from the biggest retailers. Now the competition is getting bigger and faster.

The service covers thousands of SKUs and uses more than 2,000 U.S. stores as fulfillment hubs.

Despite added charges for faster fulfillment, customers are flocking to the retailer's roster of quick delivery options, executives said.