Gillson \gi-ll-son\ as a boy's name is a variant of Gibson (Old English) and Gilson (Old English), and the meaning of Gillson is "son of Gilbert".

The baby name Gillson sounds like Colson and Coulson. Other similar baby names are Gillon, Gillion, Gilleon and Willson.