What is the fastest way to melt snow?

From what?

From your sidewalk use salt (sure it kills your grass).

From your car use antifeeze (sure it will eat through your paint).

From your freezer use a blow dryer.

What you really want to do is get the surrounding temperature above freezing or get the melting point of the snow and ice to lower.