Shopify itself is competent and the company's reputation is generally strong. The complaint record concentrates on the costs that aren't visible in the base price — transaction fees if you don't use Shopify Payments, app-store subscriptions that add up quickly, and theme costs that small businesses underestimate. The 2024 'Shopify Plus' pricing changes also produced friction.