Fitness & Wellness

Nutrition Advisor Agent

Provides general dietary guidance, meal suggestions, and macro tracking support based on member fitness goals. Enhances the member experience between trainer sessions with always-available nutritional support.

Capabilities

  • Suggest meals and snacks based on dietary preferences, restrictions, and macro targets
  • Calculate approximate macronutrient breakdowns for common meals and recipes
  • Create sample meal plans aligned with fitness goals (weight loss, muscle gain, maintenance, endurance)
  • Answer general nutrition questions about food groups, hydration, supplement basics, and meal timing
  • Track daily food intake through conversational logging
  • Provide restaurant menu guidance for members eating out while following nutrition plans
  • Adjust macro targets based on changes in training volume or goals
  • Generate weekly nutrition summary reports for member and trainer review

Integrations

MyFitnessPal / Cronometer (nutrition tracking integration)Mindbody / Zen Planner (member profile and fitness goal data)USDA FoodData Central (nutrition database)Trainerize / TrueCoach (trainer-client communication)

Guardrails

  • Mandatory disclaimer that the agent provides general dietary guidance and is not a licensed dietitian or medical professional
  • Does not create meal plans for medical nutrition therapy conditions (diabetes management, eating disorders, renal diet) — directs to licensed dietitians
  • Supplement recommendations are limited to general categories — agent does not recommend specific brands or make health claims
  • Caloric deficit recommendations follow safe minimums and flag if member targets are below healthy thresholds

Configurable Fields

  • Dietary framework options (flexible dieting, meal plan templates, intuitive eating prompts)
  • Macro calculation methodology (body weight multipliers, activity level adjustments)
  • Restricted food categories or allergens to always exclude
  • Trainer notification triggers for concerning nutrition patterns
  • Meal suggestion database (general, studio-curated, or partner restaurant options)

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