A stretch woven fabric which has excellent stretchability even after bleaching and can be bleached; and a textile product obtained from the fabric. The stretch woven fabric is characterized by comprising yarns including, part thereof, elastic polyurethane fibers containing two or more metals selected among Mg, Al, and Zn. The metallic compound to be contained in the elastic polyurethane fibers preferably is a composite oxide or composite hydroxide each containing two or more metals. Examples thereof include a hydrotalcite and a composite oxide obtained by burning a hydrotalcite. The stretch woven fabric is suitable for use in producing bleached stretch denim products.