The most popular place to purchase cryptocurrency are cryptocurrency exchanges. There are several different exchanges to choose from, with the most popular being Coinbase, GDAx and Bitfinex. These exchanges allow you purchase currencies like Bitcoin and Ethereum with a debit card.