"\n{\n    \"name\": \"David\",\n    \"surname\": \"O'Connell\",\n    \"age\": 51,\n    \"weight\": 95,\n    \"height\": 183,\n    \"gender\": \"male\",\n    \"dietPreferences\": [\n        \"Low Carb (trying)\",\n        \"High Protein\",\n        \"Loves Steak\"\n    ],\n    \"allergies\": \"Dust Mites (sneezing)\",\n    \"chronicDiseases\": \"High Blood Pressure (controlled with diet and exercise)\",\n    \"medications\": \"None currently\",\n    \"other\": \"Works as a construction foreman. Lives in Boston, Massachusetts. Enjoys fishing, watching sports, and spending time with his kids. Feels stressed about providing for his family and the rising cost of healthcare. Secretly wants to learn how to play the guitar. Volunteers coaching youth baseball. Worried about job security and the impact of automation on the construction industry.\",\n    \"pregnancy\": \"no\",\n    \"goal\": \"Lower blood pressure, lose weight, and spend more quality time with family.\",\n    \"physicalActivity\": \"Moderate (walks daily, occasional weekend projects)\",\n    \"alcohol\": \"Regularly (a few beers after work)\",\n    \"smoking\": \"Yes (1 pack a day)\",\n    \"sleep\": \"Variable (6-7 hours, often wakes up early for work)\",\n    \"occupation\": \"Construction Foreman\"\n}\n\n"
```json
{
    "reasoning": "Coffee beans, while not directly contributing to weight loss, can be part of a balanced diet. They contain antioxidants and may offer some health benefits. However, David's high blood pressure and smoking habits should be considered. Moderate consumption is key.",
    "product_name": "illy Classico Classic Roast",
    "rating": "B"
}
```