The Cold-Start Problem Haunting Restaurant AI Apps

The Cold-Start Problem Haunting Restaurant AI Apps

Zest Maps, launched May 2026, is testing whether AI can learn dining preferences fast enough to keep users engaged. The challenge: restaurants are visited far less often than music is streamed, leaving personalization systems starved for data. Early recommendations must feel thoughtful, not broken, or users abandon the app before learning even begins.

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