No it doesn’t. One invests because the asset they are purchasing will either appreciate or generate cash flow.

“Food” doesn’t generally appreciate or generate cash flow. (Outside of obvious restaurant contexts.)

You can call food an “investment” but you could also call a dog a cat — that doesn’t make it so.