An oral pouch product has no seams or fewer seams than conventional pouch products. The pouch includes a seamless or single seam tube of a woven or knitted web material. One end of the tube is sealed. A filling material, in one example including tobacco products or other plant materials, is placed inside the tubular enclosure. The second end of the tubular enclosure is then also sealed. In this way, there is a seamless oral pouch that may be enjoyed by a user.