Actually, the explorers didn't find any riches in Texas. The indigenous population of the region, back then, told the explorers many stories about riches on other places, which motivated exploration for the next 70 years.
Still, no gold was found in the region nor anything of value to the Europeans, who eventually gave up on searching for riches in the area.