Some are. This stems from a common problem with memory foam mattresses, which is called off-gassing. A trend in memory foam mattress reviews is customers complaining about an initial odor. This is because most memory foam is petroleum-based. Opt for a plant-based, eco-friendly memory foam mattress, such as Amerisleep.