The average Prime Customer will spend 20 to 25 percent more doing their holiday shopping on Amazon.com this year compared to last, according to GBH Insights. The strength of its Prime program will help Amazon capture up to half of all online purchases in November and December, according to Daniel Ives, a GBH analyst.