The major online retailers evaluated are legitimate, established businesses, though their trustworthiness and service quality vary. First-party sellers like Costco and Walmart are generally highly reliable, while marketplaces that rely heavily on third-party drop-shipping or have more restrictive return terms—like Bed Bath & Beyond—require more caution. Shoppers should always check seller details for third-party marketplace items and be mindful of individual store return policies before purchasing.