Marc Lore, the entrepreneur behind Diapers.com and Jet.com, would like to disrupt food delivery. But he really wants to build a brand that actually lasts.

Upstarts have tried, and mostly failed, to compete with shakes like Ensure and Boost. They say the brands’ ties to health care providers make it...