No, Hitler built his powerbase on propaganda, trust, and promises to make Germany great once again, which is exactly what he ended up doing, he then deviated away from what most people expected, slowly, brillaintly, started to warp the minds of the public, essentially bribing the population with presents, new radios, motorcycles, cars, homes, loyalty to the party meant a better life.
And Hitler did not spread anti-semitism, it was already embetted into the lives of all europeans, infact I believe it was the Russians who started the first pogroms, Germany tried to deport the jews but France had a quota of about 40,000 and England around 50,000.