"\n{\n    \"name\": \"Isabelle\",\n    \"surname\": \" Dubois\",\n    \"age\": 24,\n    \"weight\": 58,\n    \"height\": 168,\n    \"gender\": \"female\",\n    \"dietPreferences\": [\n        \"French Cuisine\",\n        \"Loves pastries\",\n        \"Trying to eat less sugar\"\n    ],\n    \"allergies\": \"None\",\n    \"chronicDiseases\": \"None\",\n    \"medications\": \"Birth control pills\",\n    \"other\": \"Works as a florist in Paris, France. Lives in a small apartment above the flower shop. Enjoys visiting art galleries, attending jazz concerts, and spending time with her cat, Coco. Feels the pressure to succeed in a competitive city and find a meaningful relationship. Secretly wants to open her own flower shop and travel to Japan during cherry blossom season. Volunteers at a local nursing home, creating floral arrangements for the residents. Worried about the rising cost of living in Paris and the impact of climate change on the flower industry.\",\n    \"pregnancy\": \"no\",\n    \"goal\": \"Save money to open her own flower shop, improve her floral design skills, and travel to Japan.\",\n    \"physicalActivity\": \"Light (walks to work, occasional bike rides)\",\n    \"alcohol\": \"Socially (wine with dinner)\",\n    \"smoking\": \"No\",\n    \"sleep\": \"Regular (7-8 hours)\",\n    \"occupation\": \"Florist\"\n}\n"
```json
{
    "reasoning": "This mass gainer is high in protein and carbohydrates, which could help with muscle growth and weight gain. However, it's processed and contains additives like creatine and taurine. Given Isabelle's goal to save money and her light activity level, this product is not aligned with her needs and could lead to unwanted weight gain. It also doesn't align with her desire to eat less sugar.",
    "product_name": "WEST NUTRITION MASS GAINER",
    "rating": "D"
}
```