Thought process behind Rutherford's gold foil experiment
Rutherford conducted his gold foil in order to prove Thomson's plum pudding model but the result was contradicting.
He expected that most of the Alpha particle will show very minor deflections  because the positive charge was evenly spread throughout the atom according to the plum pudding model.