Absolutely, it's been the main ingredient in seed starter mixes for years. The only issue with using peat would be pH. Ready-to-use peat moss mixes usually contain dolomite lime to balance the pH. If you make your own seed starting mix or potting soil, be sure to add lime. You'll also need to add some perlite to help improve drainage.