The pitchfork works best on substances that have relatively long fibers that can interlock to prevent something like a shovel blade from penetrating into the mass. Examples are things like straw, long grass, mulch, etc.
Those long interlocking fibers keep things from falling through when the tines pick up, and the tines being pointy allows them to be inserted and removed with little effort.
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