In 1804 Saint Margaret's Church was built to replace the church rebuilt in 1519; the original choir and tower were preserved. In 1805 Plüderhausen gained market right. In 1807 Walkersbach, which lay about 5 kilometers to the northwest, became a district of Plüderhausen. In a description from 1845, the regional administration of the Welzheim "Oberamt" noted Plüderhäusen to be an agricultural region and emphasized the importance of the district's fruit-growing. The Cannstatt–Wasseralfingen branch of the Rems Railway provided Plüderhausen with a rail connection in 1861, leading to growing industrialization. In 1863 master baker Jakob Friedrich Schüle began mechanical production of Spätzle and noodles, later establishing a factory "Schüle-Hohenlohe AG," for egg dough products.