While the adoption of generative AI to efficiently create restaurant menus is accelerating, the homogenization of menu content—often referred to as the "sameness problem"—has emerged as a significant industry challenge. AI-generated text frequently tends to overuse similar adjectives and boilerplate phrases, leading to criticisms that mass-produced menus lack the distinct personality needed to capture customer interest, resulting in uninspired offerings.
AI models are designed to probabilistically select the safest and most predictable outputs from their training data. This technical characteristic creates a barrier in expressing the unique brand identity required by restaurants. The underlying issue is that current generative AI struggles with advanced customization that accurately reflects distinct originality and cultural backgrounds.
Moving forward, the utilization of AI will require efforts that go beyond mere automation. Prompt engineering to define a brand-specific tone, along with fine-tuning specialized for specific localities or concepts, will be crucial keys to differentiation. A strategic perspective is essential—one that views AI not simply as a tool for efficiency, but as an integral component of branding.