Anecdotes concerning his haughty disposition and increasing eccentricity were repeated in artistic circles and recorded in the eighteenth century by George Vertue in his notebooks.
In the mid-nineteenth century Bushnell's reputation stood high enough for an imaginary portrait representing him to be included amongst the world's great sculptors in the Frieze of Parnassus on the Albert Memorial, in Kensington Gardens in London.