The 20-year-old was released by the Iron last week after falling from the first-team picture at Glanford Park.
He was training with Lincoln, but scored for Altrincham's reserves last week.
"We have found it quite hard to score goals and we are continuing to work on that," said Altrincham boss Graham Heathcote.
"Michael Rankine is someone we're looking at."