Yes, it might be harmful to dogs. Namely, fragrances can often mislead pet lovers due to their hidden content. Thus, some products contain hidden chemicals such as phthalates. In addition, the element may create a hormonal imbalance in dogs. So, experts recommend you don't buy shampoos with fragrances listed on the labels.