Archie Ferris scored a late winner as Hanwell emerged second best from a bruising encounter in Somerset.
The Geordies had chances but were unable to breach the stubborn Robins' defence.
And when Ferris latched onto a long ball, he made no mistake slotting it past Sam Beasant.