To delve deeper into understanding factors that could influence perceived overall credibility, overall helpfulness, and likelihood to continue using comparison-shopping sites, we examined potential factors such as neutrality of online-rating sites, merchant rankings in the search results, perceived similarity of merchant ratings across comparison-shopping sites, and whether consumers shop at online auction sites (where they may be comfortable relying on their fellow shoppers to provide merchant ratings).