It looks like a lot of Amazon's (NASDAQ: AMZN) 100 million-plus Prime members are going to see a slightly higher credit card bill this summer. Amazon CFO Brian Olsavsky made a surprise announcement during the company's first-quarter earnings call that it will start charging $119 per year for Prime in the United States, up from $99 per year.