Will this product affect how my hair grows back?

No, it doesn’t affect the rate your hair grows back, nor the thickness of the hair shaft. Depilatories contain ingredients that work by breaking the chemical bonds that hold hair together. The bonds give hair strength and structure, so when you break these bonds, the hair can easily be washed/wiped away and removed.