"\n{\n    \"name\": \"Aisha\",\n    \"surname\": \"Khan\",\n    \"age\": 33,\n    \"weight\": 75,\n    \"height\": 165,\n    \"gender\": \"female\",\n    \"dietPreferences\": [\n        \"Pescatarian\",\n        \"Spicy food\"\n    ],\n    \"allergies\": \"Shellfish (hives)\",\n    \"chronicDiseases\": \"Anemia (iron deficiency)\",\n    \"medications\": \"Iron supplements\",\n    \"other\": \"Works as a software developer. Recently engaged and planning a wedding. Enjoys cooking, traveling, and playing board games with friends. Feels stressed about balancing work and wedding planning. Secretly wants to learn how to play the drums. Volunteers at a local food bank, packing meals for families in need. Worried about affording a house and starting a family.\",\n    \"pregnancy\": \"no\",\n    \"goal\": \"Increase energy levels, manage stress, and improve overall well-being before the wedding.\",\n    \"physicalActivity\": \"Moderate (gym 3 times a week, occasional hikes)\",\n    \"alcohol\": \"Socially (cocktails on weekends)\",\n    \"smoking\": \"No\",\n    \"sleep\": \"Variable (6-7 hours, often disrupted by wedding planning thoughts)\",\n    \"occupation\": \"Software Developer\"\n}\n"
```json
{
    "reasoning": "Coffee can provide a temporary energy boost, which aligns with Aisha's goal to increase energy levels. However, excessive caffeine intake can exacerbate stress and disrupt sleep, which are already concerns for her. The capsules are convenient but offer no additional nutritional value. Considering her anemia, focusing on iron-rich foods is more beneficial.",
    "product_name": "Jacobs Espresso/Lungo Capsules",
    "rating": "C"
}
```