Under the influence of various geopolitical factors such as the epidemic, the Russia Ukraine war, and the European energy crisis, inflation in the West has become increasingly significant, and prices on different platforms will also be affected. Therefore, under these multiple influencing factors, product pricing is a decision-making issue with multiple considerations. Therefore, we provide data support for sellers in price decisions based on big data.