Green’s Dictionary of Slang

lobster n.3

[lob n.4 (1)]

(US) in the context of obtaining money, one who is a waste of effort.

[US]F. Hutcheson Barkeep Stories 67: ‘You could take de picter an’[...] see whedder you was on a lobster or not, er which kick he has his coin in’.