Boston startup launches AI app to find healthier restaurant meals

MENU – ORDER AI, a Boston-based health-tech startup, is launching its AI-powered restaurant menu analysis app on October 28, 2025. The app instantly identifies healthier meal options across restaurant and delivery menus, targeting categories like high-protein, GLP-1 friendly, low-carb, and low Weight Watchers points, while the company develops AGI-driven personalization for future intelligent nutrition coaching.

What you should know: Unlike traditional diet tracking apps, MENU – ORDER AI focuses on real-world dining decisions by scanning restaurant menus in real time.

• The AI engine combines machine learning and natural language processing to analyze menu data, nutritional content, and ingredient context within seconds.
• Users receive personalized meal suggestions that align with their specific health goals without restriction or confusion.
• The app will be available on the App Store following its October 28 launch.

The big picture: MENU – ORDER AI positions itself at the intersection of growing health-conscious dining trends and practical AI applications for everyday decision-making.

• The company aims to bridge the gap between healthy intentions and real-world dining convenience for fitness enthusiasts, GLP-1 users, busy families, and everyday diners.
• By helping restaurants reach health-conscious audiences, the platform creates value for both consumers and food service providers.

Why this matters: The app addresses a fundamental challenge in healthy eating by eliminating the guesswork from restaurant dining, particularly as more people rely on delivery services and eating out.

• The focus on educating students and young adults could establish lifelong healthy decision-making patterns among digital-native generations.
• The planned AGI development suggests the platform will evolve beyond simple menu analysis to become a comprehensive nutrition coaching system.

What they’re saying: “Our mission is to replace confusion with confidence,” said Melissa Butler, Founder of MENU – ORDER AI.

• “By using AI today and developing toward AGI tomorrow, we’re building a platform that grows smarter with every meal — helping users make choices that match their lives, not restrict them.”

Looking ahead: The company is actively developing AGI-driven personalization that will allow the app to adapt dynamically to each user’s habits, preferences, and evolving wellness goals.

• This future iteration aims to “think like a nutrition coach,” learning from user behavior to provide increasingly sophisticated recommendations.
• The AGI development positions MENU – ORDER AI for the next wave of artificial general intelligence applications in personalized health technology.