Amazon Prime Pantry. Amazon Prime Pantry is a service of Amazon.com available only to Amazon Prime members that packages everyday (non-bulk) non-perishable grocery store items into a single box for delivery for a flat fee. The service is available in the United States, the United Kingdom, Germany, Austria, Japan, Italy, Spain and France.