Hair loss concerns

After getting pregnant with my third child, I noticed a lot of hair loss. I have always dyed my hair frequently, which made my hair thin and weak, but now the scalp area has lost volume and strength, making my hair look even thinner. Are there any shampoos or supplements that can help with hair loss?