Walton wasted the afternoon's first opportunity when Ralph Vigrass couldn't convert Bobby-Joe Taylor's ball into the box after three minutes.
Ten minutes later, and after a spell of pressure Taunton opened the scoring when Joey Jones headed a long ball into the box from stopper Josh Gould past his own keeper to put the Peacocks ahead.
Owen Brain looked dangerous but couldn't take a string of chances to double his sides' lead.
When the clock hit 30 minutes, Walton seemed to click into gear. First the Swans were d...