While you can purchase directly from the carrier, several platforms offer different levels of discounts: Stamps.com

Buying a online is the most efficient way to skip the post office line and access discounted commercial rates . By paying for postage in advance, you can print labels from home and drop off your packages at any official collection point without further payment. Where to Buy Prepaid Labels Online