An article of footwear may have a sole structure and an upper that includes a foundation element and a tensile element. The tensile element may include a base layer and a plurality of strands, with the base layer being joined to an exterior surface of the foundation element. In manufacturing the footwear, a thermoplastic polymer material in the base layer may be utilized to bond or otherwise join the tensile element to the foundation element.