Datasets:

kleberbaum

/

mesagona-demo-data

like 0

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "hypoallergenic", "answer": "hypoallergenic"}]}}

{"products": [{"uuid": "423e4567-e89b-12d3-a456-426614174003"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, hypoallergenic products. The chosen products contain key ingredients such as Hyaluronic Acid, Ceramides, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Ceramides"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, silicone_free products. The chosen products contain key ingredients such as Licorice Root Extract, Hyaluronic Acid, Vitamin C. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Licorice Root Extract"}, {"name": "Hyaluronic Acid"}, {"name": "Vitamin C"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "alcohol_free", "answer": "alcohol free"}, {"slug": "organic", "answer": "organic"}]}}

{"products": [{"uuid": "423e4567-e89b-12d3-a456-426614174003"}, {"uuid": "823e4567-e89b-12d3-a456-426614174007"}], "justification": "The listed products are recommended because they match the user's preferences for alcohol_free, organic products. The chosen products contain key ingredients such as Glycolic Acid, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "paraben_free", "answer": "paraben free"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "423e4567-e89b-12d3-a456-426614174003"}], "justification": "The listed products are recommended because they match the user's preferences for paraben_free, silicone_free products. The chosen products contain key ingredients such as Salicylic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Salicylic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "hypoallergenic", "answer": "hypoallergenic"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "823e4567-e89b-12d3-a456-426614174007"}, {"uuid": "923e4567-e89b-12d3-a456-426614174008"}], "justification": "The listed products are recommended because they match the user's preferences for hypoallergenic, silicone_free products. The chosen products contain key ingredients such as Glycolic Acid, Glycerin. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Glycerin"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "reduce_dark_spots", "answer": "reduce dark spots"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "paraben_free", "answer": "paraben free"}, {"slug": "hypoallergenic", "answer": "hypoallergenic"}]}}

{"products": [{"uuid": "823e4567-e89b-12d3-a456-426614174007"}, {"uuid": "323e4567-e89b-12d3-a456-426614174002"}], "justification": "The listed products are recommended because they match the user's preferences for paraben_free, hypoallergenic products. The chosen products contain key ingredients such as Glycolic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "reduce_dark_spots", "answer": "reduce dark spots"}, {"slug": "fight_dry_skin", "answer": "fight dry skin"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "fragrance_free", "answer": "fragrance free"}]}}

{"products": [{"uuid": "423e4567-e89b-12d3-a456-426614174003"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, fragrance_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Ceramides, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Ceramides"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "firmness_elasticity", "answer": "firmness elasticity"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "paraben_free", "answer": "paraben free"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "423e4567-e89b-12d3-a456-426614174003"}], "justification": "The listed products are recommended because they match the user's preferences for paraben_free, silicone_free products. The chosen products contain key ingredients such as Licorice Root Extract, Vitamin C, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Licorice Root Extract"}, {"name": "Vitamin C"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "fight_dry_skin", "answer": "fight dry skin"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "paraben_free", "answer": "paraben free"}, {"slug": "hypoallergenic", "answer": "hypoallergenic"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "justification": "The listed products are recommended because they match the user's preferences for paraben_free, hypoallergenic products. The chosen products contain key ingredients such as Hyaluronic Acid, Licorice Root Extract, Peptides, Vitamin C. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Licorice Root Extract"}, {"name": "Peptides"}, {"name": "Vitamin C"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "923e4567-e89b-12d3-a456-426614174008"}], "justification": "The listed products are recommended because they match the user's preferences for organic, paraben_free products. The chosen products contain key ingredients such as Glycerin, Licorice Root Extract, Vitamin C. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Licorice Root Extract"}, {"name": "Vitamin C"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "sulfate_free", "answer": "sulfate free"}, {"slug": "cruelty_free", "answer": "cruelty free"}]}}

{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "923e4567-e89b-12d3-a456-426614174008"}], "justification": "The listed products are recommended because they match the user's preferences for sulfate_free, cruelty_free products. The chosen products contain key ingredients such as Glycerin, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "vegan", "answer": "vegan"}]}}

{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "923e4567-e89b-12d3-a456-426614174008"}], "justification": "The listed products are recommended because they match the user's preferences for organic, vegan products. The chosen products contain key ingredients such as Glycerin, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "vegan", "answer": "vegan"}, {"slug": "alcohol_free", "answer": "alcohol free"}]}}

{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "justification": "The listed products are recommended because they match the user's preferences for vegan, alcohol_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Peptides, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Peptides"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "paraben_free", "answer": "paraben free"}, {"slug": "alcohol_free", "answer": "alcohol free"}]}}

{"products": [{"uuid": "423e4567-e89b-12d3-a456-426614174003"}, {"uuid": "a23e4567-e89b-12d3-a456-426614174009"}], "justification": "The listed products are recommended because they match the user's preferences for paraben_free, alcohol_free products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "fight_dry_skin", "answer": "fight dry skin"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "paraben_free", "answer": "paraben free"}, {"slug": "organic", "answer": "organic"}]}}

{"products": [{"uuid": "923e4567-e89b-12d3-a456-426614174008"}, {"uuid": "a23e4567-e89b-12d3-a456-426614174009"}], "justification": "The listed products are recommended because they match the user's preferences for paraben_free, organic products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "vegan", "answer": "vegan"}, {"slug": "alcohol_free", "answer": "alcohol free"}]}}

{"products": [{"uuid": "923e4567-e89b-12d3-a456-426614174008"}, {"uuid": "423e4567-e89b-12d3-a456-426614174003"}], "justification": "The listed products are recommended because they match the user's preferences for vegan, alcohol_free products. The chosen products contain key ingredients such as Glycerin, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "reduce_dark_spots", "answer": "reduce dark spots"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, paraben_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "823e4567-e89b-12d3-a456-426614174007"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, paraben_free products. The chosen products contain key ingredients such as Glycolic Acid, Licorice Root Extract, Vitamin C. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Licorice Root Extract"}, {"name": "Vitamin C"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "firmness_elasticity", "answer": "firmness elasticity"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, silicone_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "reduce_dark_spots", "answer": "reduce dark spots"}, {"slug": "fight_dry_skin", "answer": "fight dry skin"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "non_comedogenic", "answer": "non comedogenic"}, {"slug": "cruelty_free", "answer": "cruelty free"}]}}

{"products": [{"uuid": "523e4567-e89b-12d3-a456-426614174004"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for non_comedogenic, cruelty_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Peptides. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Peptides"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "sulfate_free", "answer": "sulfate free"}, {"slug": "fragrance_free", "answer": "fragrance free"}]}}

{"products": [{"uuid": "123e4567-e89b-12d3-a456-426614174000"}, {"uuid": "a23e4567-e89b-12d3-a456-426614174009"}], "justification": "The listed products are recommended because they match the user's preferences for sulfate_free, fragrance_free products. The chosen products contain key ingredients such as Glycerin, Ceramides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Ceramides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "fight_dry_skin", "answer": "fight dry skin"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "sulfate_free", "answer": "sulfate free"}, {"slug": "alcohol_free", "answer": "alcohol free"}]}}

{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "923e4567-e89b-12d3-a456-426614174008"}], "justification": "The listed products are recommended because they match the user's preferences for sulfate_free, alcohol_free products. The chosen products contain key ingredients such as Glycerin, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "fight_dry_skin", "answer": "fight dry skin"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "paraben_free", "answer": "paraben free"}, {"slug": "hypoallergenic", "answer": "hypoallergenic"}]}}

{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "justification": "The listed products are recommended because they match the user's preferences for paraben_free, hypoallergenic products. The chosen products contain key ingredients such as Glycerin, Peptides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Peptides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "reduce_dark_spots", "answer": "reduce dark spots"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "fragrance_free", "answer": "fragrance free"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "a23e4567-e89b-12d3-a456-426614174009"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, fragrance_free products. The chosen products contain key ingredients such as Glycerin, Licorice Root Extract, Hyaluronic Acid, Vitamin C. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Licorice Root Extract"}, {"name": "Hyaluronic Acid"}, {"name": "Vitamin C"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "fight_dry_skin", "answer": "fight dry skin"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "923e4567-e89b-12d3-a456-426614174008"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "justification": "The listed products are recommended because they match the user's preferences for organic, silicone_free products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid, Peptides. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}, {"name": "Peptides"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "623e4567-e89b-12d3-a456-426614174005"}], "justification": "The listed products are recommended because they match the user's preferences for organic, silicone_free products. The chosen products contain key ingredients such as Vitamin C, Licorice Root Extract, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Vitamin C"}, {"name": "Licorice Root Extract"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "vegan", "answer": "vegan"}, {"slug": "hypoallergenic", "answer": "hypoallergenic"}]}}

{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "323e4567-e89b-12d3-a456-426614174002"}], "justification": "The listed products are recommended because they match the user's preferences for vegan, hypoallergenic products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "firmness_elasticity", "answer": "firmness elasticity"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "fragrance_free", "answer": "fragrance free"}]}}

{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "823e4567-e89b-12d3-a456-426614174007"}], "justification": "The listed products are recommended because they match the user's preferences for organic, fragrance_free products. The chosen products contain key ingredients such as Glycolic Acid, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "723e4567-e89b-12d3-a456-426614174006"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, paraben_free products. The chosen products contain key ingredients such as Niacinamide, Tea Tree Oil, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Niacinamide"}, {"name": "Tea Tree Oil"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "reduce_dark_spots", "answer": "reduce dark spots"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "sulfate_free", "answer": "sulfate free"}]}}

{"products": [{"uuid": "523e4567-e89b-12d3-a456-426614174004"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for organic, sulfate_free products. The chosen products contain key ingredients such as Ceramides, Hyaluronic Acid, Peptides. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Ceramides"}, {"name": "Hyaluronic Acid"}, {"name": "Peptides"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "non_comedogenic", "answer": "non comedogenic"}, {"slug": "alcohol_free", "answer": "alcohol free"}]}}

{"products": [{"uuid": "823e4567-e89b-12d3-a456-426614174007"}, {"uuid": "923e4567-e89b-12d3-a456-426614174008"}], "justification": "The listed products are recommended because they match the user's preferences for non_comedogenic, alcohol_free products. The chosen products contain key ingredients such as Glycolic Acid, Glycerin. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Glycerin"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "vegan", "answer": "vegan"}]}}

{"products": [{"uuid": "123e4567-e89b-12d3-a456-426614174000"}, {"uuid": "723e4567-e89b-12d3-a456-426614174006"}], "justification": "The listed products are recommended because they match the user's preferences for organic, vegan products. The chosen products contain key ingredients such as Ceramides, Hyaluronic Acid, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Ceramides"}, {"name": "Hyaluronic Acid"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "hypoallergenic", "answer": "hypoallergenic"}, {"slug": "sulfate_free", "answer": "sulfate free"}]}}

{"products": [{"uuid": "223e4567-e89b-12d3-a456-426614174001"}, {"uuid": "a23e4567-e89b-12d3-a456-426614174009"}], "justification": "The listed products are recommended because they match the user's preferences for hypoallergenic, sulfate_free products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "firmness_elasticity", "answer": "firmness elasticity"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "sulfate_free", "answer": "sulfate free"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for sulfate_free, silicone_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "firmness_elasticity", "answer": "firmness elasticity"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "vegan", "answer": "vegan"}, {"slug": "non_comedogenic", "answer": "non comedogenic"}]}}

{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "923e4567-e89b-12d3-a456-426614174008"}], "justification": "The listed products are recommended because they match the user's preferences for vegan, non_comedogenic products. The chosen products contain key ingredients such as Glycerin, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "vegan", "answer": "vegan"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "923e4567-e89b-12d3-a456-426614174008"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for vegan, paraben_free products. The chosen products contain key ingredients such as Glycerin, Ceramides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Ceramides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "vegan", "answer": "vegan"}]}}

{"products": [{"uuid": "923e4567-e89b-12d3-a456-426614174008"}, {"uuid": "323e4567-e89b-12d3-a456-426614174002"}], "justification": "The listed products are recommended because they match the user's preferences for organic, vegan products. The chosen products contain key ingredients such as Glycerin, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "alcohol_free", "answer": "alcohol free"}, {"slug": "hypoallergenic", "answer": "hypoallergenic"}]}}

{"products": [{"uuid": "523e4567-e89b-12d3-a456-426614174004"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for alcohol_free, hypoallergenic products. The chosen products contain key ingredients such as Ceramides, Hyaluronic Acid, Peptides. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Ceramides"}, {"name": "Hyaluronic Acid"}, {"name": "Peptides"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "non_comedogenic", "answer": "non comedogenic"}, {"slug": "vegan", "answer": "vegan"}]}}

{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for non_comedogenic, vegan products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "reduce_dark_spots", "answer": "reduce dark spots"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "silicone_free", "answer": "silicone free"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "123e4567-e89b-12d3-a456-426614174000"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "justification": "The listed products are recommended because they match the user's preferences for silicone_free, paraben_free products. The chosen products contain key ingredients such as Peptides, Ceramides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Peptides"}, {"name": "Ceramides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, paraben_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "firmness_elasticity", "answer": "firmness elasticity"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "vegan", "answer": "vegan"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "223e4567-e89b-12d3-a456-426614174001"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "justification": "The listed products are recommended because they match the user's preferences for vegan, paraben_free products. The chosen products contain key ingredients such as Peptides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Peptides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "123e4567-e89b-12d3-a456-426614174000"}, {"uuid": "423e4567-e89b-12d3-a456-426614174003"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, silicone_free products. The chosen products contain key ingredients such as Ceramides, Hyaluronic Acid, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Ceramides"}, {"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "non_comedogenic", "answer": "non comedogenic"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "123e4567-e89b-12d3-a456-426614174000"}, {"uuid": "723e4567-e89b-12d3-a456-426614174006"}], "justification": "The listed products are recommended because they match the user's preferences for non_comedogenic, silicone_free products. The chosen products contain key ingredients such as Ceramides, Hyaluronic Acid, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Ceramides"}, {"name": "Hyaluronic Acid"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "alcohol_free", "answer": "alcohol free"}, {"slug": "cruelty_free", "answer": "cruelty free"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "923e4567-e89b-12d3-a456-426614174008"}], "justification": "The listed products are recommended because they match the user's preferences for alcohol_free, cruelty_free products. The chosen products contain key ingredients such as Glycerin, Licorice Root Extract, Vitamin C. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Licorice Root Extract"}, {"name": "Vitamin C"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "sulfate_free", "answer": "sulfate free"}]}}

{"products": [{"uuid": "123e4567-e89b-12d3-a456-426614174000"}, {"uuid": "a23e4567-e89b-12d3-a456-426614174009"}], "justification": "The listed products are recommended because they match the user's preferences for organic, sulfate_free products. The chosen products contain key ingredients such as Glycerin, Ceramides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Ceramides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "non_comedogenic", "answer": "non comedogenic"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "723e4567-e89b-12d3-a456-426614174006"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, non_comedogenic products. The chosen products contain key ingredients such as Licorice Root Extract, Vitamin C, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Licorice Root Extract"}, {"name": "Vitamin C"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "sulfate_free", "answer": "sulfate free"}]}}

{"products": [{"uuid": "223e4567-e89b-12d3-a456-426614174001"}, {"uuid": "323e4567-e89b-12d3-a456-426614174002"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, sulfate_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "firmness_elasticity", "answer": "firmness elasticity"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "vegan", "answer": "vegan"}, {"slug": "non_comedogenic", "answer": "non comedogenic"}]}}

{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for vegan, non_comedogenic products. The chosen products contain key ingredients such as Glycerin, Ceramides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Ceramides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "hypoallergenic", "answer": "hypoallergenic"}, {"slug": "alcohol_free", "answer": "alcohol free"}]}}

{"products": [{"uuid": "823e4567-e89b-12d3-a456-426614174007"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for hypoallergenic, alcohol_free products. The chosen products contain key ingredients such as Glycolic Acid, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "alcohol_free", "answer": "alcohol free"}, {"slug": "fragrance_free", "answer": "fragrance free"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for alcohol_free, fragrance_free products. The chosen products contain key ingredients such as Licorice Root Extract, Hyaluronic Acid, Vitamin C. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Licorice Root Extract"}, {"name": "Hyaluronic Acid"}, {"name": "Vitamin C"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "423e4567-e89b-12d3-a456-426614174003"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, paraben_free products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "silicone_free", "answer": "silicone free"}, {"slug": "alcohol_free", "answer": "alcohol free"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for silicone_free, alcohol_free products. The chosen products contain key ingredients such as Licorice Root Extract, Hyaluronic Acid, Vitamin C. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Licorice Root Extract"}, {"name": "Hyaluronic Acid"}, {"name": "Vitamin C"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "reduce_dark_spots", "answer": "reduce dark spots"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "alcohol_free", "answer": "alcohol free"}, {"slug": "hypoallergenic", "answer": "hypoallergenic"}]}}

{"products": [{"uuid": "423e4567-e89b-12d3-a456-426614174003"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for alcohol_free, hypoallergenic products. The chosen products contain key ingredients such as Hyaluronic Acid, Ceramides, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Ceramides"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "123e4567-e89b-12d3-a456-426614174000"}, {"uuid": "623e4567-e89b-12d3-a456-426614174005"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, silicone_free products. The chosen products contain key ingredients such as Vitamin C, Licorice Root Extract, Ceramides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Vitamin C"}, {"name": "Licorice Root Extract"}, {"name": "Ceramides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "vegan", "answer": "vegan"}]}}

{"products": [{"uuid": "223e4567-e89b-12d3-a456-426614174001"}, {"uuid": "323e4567-e89b-12d3-a456-426614174002"}], "justification": "The listed products are recommended because they match the user's preferences for organic, vegan products. The chosen products contain key ingredients such as Hyaluronic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "non_comedogenic", "answer": "non comedogenic"}, {"slug": "cruelty_free", "answer": "cruelty free"}]}}

{"products": [{"uuid": "823e4567-e89b-12d3-a456-426614174007"}, {"uuid": "323e4567-e89b-12d3-a456-426614174002"}], "justification": "The listed products are recommended because they match the user's preferences for non_comedogenic, cruelty_free products. The chosen products contain key ingredients such as Glycolic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "hypoallergenic", "answer": "hypoallergenic"}]}}

{"products": [{"uuid": "423e4567-e89b-12d3-a456-426614174003"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, hypoallergenic products. The chosen products contain key ingredients such as Hyaluronic Acid, Ceramides, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Ceramides"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "hypoallergenic", "answer": "hypoallergenic"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "223e4567-e89b-12d3-a456-426614174001"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for hypoallergenic, paraben_free products. The chosen products contain key ingredients such as Ceramides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Ceramides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "hypoallergenic", "answer": "hypoallergenic"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "justification": "The listed products are recommended because they match the user's preferences for hypoallergenic, silicone_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Licorice Root Extract, Peptides, Vitamin C. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Licorice Root Extract"}, {"name": "Peptides"}, {"name": "Vitamin C"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "non_comedogenic", "answer": "non comedogenic"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, non_comedogenic products. The chosen products contain key ingredients such as Hyaluronic Acid, Licorice Root Extract, Peptides, Vitamin C. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Licorice Root Extract"}, {"name": "Peptides"}, {"name": "Vitamin C"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "firmness_elasticity", "answer": "firmness elasticity"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "alcohol_free", "answer": "alcohol free"}, {"slug": "non_comedogenic", "answer": "non comedogenic"}]}}

{"products": [{"uuid": "823e4567-e89b-12d3-a456-426614174007"}, {"uuid": "423e4567-e89b-12d3-a456-426614174003"}], "justification": "The listed products are recommended because they match the user's preferences for alcohol_free, non_comedogenic products. The chosen products contain key ingredients such as Glycolic Acid, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "sulfate_free", "answer": "sulfate free"}, {"slug": "alcohol_free", "answer": "alcohol free"}]}}

{"products": [{"uuid": "423e4567-e89b-12d3-a456-426614174003"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for sulfate_free, alcohol_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "vegan", "answer": "vegan"}, {"slug": "cruelty_free", "answer": "cruelty free"}]}}

{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for vegan, cruelty_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Ceramides, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Ceramides"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "fragrance_free", "answer": "fragrance free"}]}}

{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, fragrance_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "sulfate_free", "answer": "sulfate free"}, {"slug": "vegan", "answer": "vegan"}]}}

{"products": [{"uuid": "923e4567-e89b-12d3-a456-426614174008"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for sulfate_free, vegan products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "hypoallergenic", "answer": "hypoallergenic"}, {"slug": "vegan", "answer": "vegan"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "823e4567-e89b-12d3-a456-426614174007"}], "justification": "The listed products are recommended because they match the user's preferences for hypoallergenic, vegan products. The chosen products contain key ingredients such as Glycolic Acid, Licorice Root Extract, Vitamin C. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Licorice Root Extract"}, {"name": "Vitamin C"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "fight_dry_skin", "answer": "fight dry skin"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "alcohol_free", "answer": "alcohol free"}, {"slug": "fragrance_free", "answer": "fragrance free"}]}}

{"products": [{"uuid": "923e4567-e89b-12d3-a456-426614174008"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "justification": "The listed products are recommended because they match the user's preferences for alcohol_free, fragrance_free products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid, Peptides. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}, {"name": "Peptides"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "silicone_free", "answer": "silicone free"}, {"slug": "alcohol_free", "answer": "alcohol free"}]}}

{"products": [{"uuid": "223e4567-e89b-12d3-a456-426614174001"}, {"uuid": "323e4567-e89b-12d3-a456-426614174002"}], "justification": "The listed products are recommended because they match the user's preferences for silicone_free, alcohol_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "sulfate_free", "answer": "sulfate free"}]}}

{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for organic, sulfate_free products. The chosen products contain key ingredients such as Licorice Root Extract, Hyaluronic Acid, Vitamin C. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Licorice Root Extract"}, {"name": "Hyaluronic Acid"}, {"name": "Vitamin C"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "sulfate_free", "answer": "sulfate free"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "923e4567-e89b-12d3-a456-426614174008"}, {"uuid": "823e4567-e89b-12d3-a456-426614174007"}], "justification": "The listed products are recommended because they match the user's preferences for sulfate_free, paraben_free products. The chosen products contain key ingredients such as Glycolic Acid, Glycerin. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Glycerin"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "fight_dry_skin", "answer": "fight dry skin"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "non_comedogenic", "answer": "non comedogenic"}]}}

{"products": [{"uuid": "223e4567-e89b-12d3-a456-426614174001"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, non_comedogenic products. The chosen products contain key ingredients such as Ceramides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Ceramides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "alcohol_free", "answer": "alcohol free"}, {"slug": "hypoallergenic", "answer": "hypoallergenic"}]}}

{"products": [{"uuid": "223e4567-e89b-12d3-a456-426614174001"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for alcohol_free, hypoallergenic products. The chosen products contain key ingredients such as Ceramides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Ceramides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "organic", "answer": "organic"}]}}

{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, organic products. The chosen products contain key ingredients such as Glycerin, Ceramides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Ceramides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "non_comedogenic", "answer": "non comedogenic"}, {"slug": "cruelty_free", "answer": "cruelty free"}]}}

{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "a23e4567-e89b-12d3-a456-426614174009"}], "justification": "The listed products are recommended because they match the user's preferences for non_comedogenic, cruelty_free products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "paraben_free", "answer": "paraben free"}, {"slug": "non_comedogenic", "answer": "non comedogenic"}]}}

{"products": [{"uuid": "523e4567-e89b-12d3-a456-426614174004"}, {"uuid": "423e4567-e89b-12d3-a456-426614174003"}], "justification": "The listed products are recommended because they match the user's preferences for paraben_free, non_comedogenic products. The chosen products contain key ingredients such as Hyaluronic Acid, Peptides, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Peptides"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "firmness_elasticity", "answer": "firmness elasticity"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, silicone_free products. The chosen products contain key ingredients such as Glycerin, Peptides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Peptides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "firmness_elasticity", "answer": "firmness elasticity"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "sulfate_free", "answer": "sulfate free"}]}}

{"products": [{"uuid": "223e4567-e89b-12d3-a456-426614174001"}, {"uuid": "a23e4567-e89b-12d3-a456-426614174009"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, sulfate_free products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "silicone_free", "answer": "silicone free"}]}}

{"products": [{"uuid": "923e4567-e89b-12d3-a456-426614174008"}, {"uuid": "a23e4567-e89b-12d3-a456-426614174009"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, silicone_free products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "hypoallergenic", "answer": "hypoallergenic"}, {"slug": "organic", "answer": "organic"}]}}

{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "823e4567-e89b-12d3-a456-426614174007"}], "justification": "The listed products are recommended because they match the user's preferences for hypoallergenic, organic products. The chosen products contain key ingredients such as Glycolic Acid, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "fight_dry_skin", "answer": "fight dry skin"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, paraben_free products. The chosen products contain key ingredients such as Glycerin, Peptides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Peptides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "sulfate_free", "answer": "sulfate free"}]}}

{"products": [{"uuid": "823e4567-e89b-12d3-a456-426614174007"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for organic, sulfate_free products. The chosen products contain key ingredients such as Glycolic Acid, Ceramides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Ceramides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "silicone_free", "answer": "silicone free"}, {"slug": "organic", "answer": "organic"}]}}

{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "923e4567-e89b-12d3-a456-426614174008"}], "justification": "The listed products are recommended because they match the user's preferences for silicone_free, organic products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "silicone_free", "answer": "silicone free"}, {"slug": "alcohol_free", "answer": "alcohol free"}]}}

{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "723e4567-e89b-12d3-a456-426614174006"}], "justification": "The listed products are recommended because they match the user's preferences for silicone_free, alcohol_free products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "reduce_dark_spots", "answer": "reduce dark spots"}, {"slug": "fight_dry_skin", "answer": "fight dry skin"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "paraben_free", "answer": "paraben free"}, {"slug": "vegan", "answer": "vegan"}]}}

{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "823e4567-e89b-12d3-a456-426614174007"}], "justification": "The listed products are recommended because they match the user's preferences for paraben_free, vegan products. The chosen products contain key ingredients such as Glycolic Acid, Glycerin, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Glycerin"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "silicone_free", "answer": "silicone free"}, {"slug": "hypoallergenic", "answer": "hypoallergenic"}]}}

{"products": [{"uuid": "923e4567-e89b-12d3-a456-426614174008"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for silicone_free, hypoallergenic products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "sulfate_free", "answer": "sulfate free"}]}}

{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, sulfate_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Peptides, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Peptides"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "sulfate_free", "answer": "sulfate free"}, {"slug": "fragrance_free", "answer": "fragrance free"}]}}

{"products": [{"uuid": "223e4567-e89b-12d3-a456-426614174001"}, {"uuid": "423e4567-e89b-12d3-a456-426614174003"}], "justification": "The listed products are recommended because they match the user's preferences for sulfate_free, fragrance_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "fight_dry_skin", "answer": "fight dry skin"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "save_time", "answer": "save time"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "improved_hydration", "answer": "improved hydration"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "non_comedogenic", "answer": "non comedogenic"}]}}

{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "923e4567-e89b-12d3-a456-426614174008"}], "justification": "The listed products are recommended because they match the user's preferences for organic, non_comedogenic products. The chosen products contain key ingredients such as Glycerin, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "sulfate_free", "answer": "sulfate free"}, {"slug": "organic", "answer": "organic"}]}}

{"products": [{"uuid": "423e4567-e89b-12d3-a456-426614174003"}, {"uuid": "823e4567-e89b-12d3-a456-426614174007"}], "justification": "The listed products are recommended because they match the user's preferences for sulfate_free, organic products. The chosen products contain key ingredients such as Glycolic Acid, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "reduce_dark_spots", "answer": "reduce dark spots"}, {"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "other_concerns", "answer": "other concerns"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "organic", "answer": "organic"}, {"slug": "sulfate_free", "answer": "sulfate free"}]}}

{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for organic, sulfate_free products. The chosen products contain key ingredients such as Hyaluronic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "minimize_pores", "answer": "minimize pores"}, {"slug": "firmness_elasticity", "answer": "firmness elasticity"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "anti_aging", "answer": "anti aging"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "hypoallergenic", "answer": "hypoallergenic"}, {"slug": "organic", "answer": "organic"}]}}

{"products": [{"uuid": "523e4567-e89b-12d3-a456-426614174004"}, {"uuid": "723e4567-e89b-12d3-a456-426614174006"}], "justification": "The listed products are recommended because they match the user's preferences for hypoallergenic, organic products. The chosen products contain key ingredients such as Hyaluronic Acid, Peptides, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Hyaluronic Acid"}, {"name": "Peptides"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "shine_control", "answer": "shine control"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "paraben_free", "answer": "paraben free"}, {"slug": "vegan", "answer": "vegan"}]}}

{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "723e4567-e89b-12d3-a456-426614174006"}], "justification": "The listed products are recommended because they match the user's preferences for paraben_free, vegan products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "hypoallergenic", "answer": "hypoallergenic"}, {"slug": "fragrance_free", "answer": "fragrance free"}]}}

{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "823e4567-e89b-12d3-a456-426614174007"}], "justification": "The listed products are recommended because they match the user's preferences for hypoallergenic, fragrance_free products. The chosen products contain key ingredients such as Glycolic Acid, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "firmness_elasticity", "answer": "firmness elasticity"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "individual_recommendation", "answer": "individual recommendation"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "vegan", "answer": "vegan"}, {"slug": "sulfate_free", "answer": "sulfate free"}]}}

{"products": [{"uuid": "823e4567-e89b-12d3-a456-426614174007"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for vegan, sulfate_free products. The chosen products contain key ingredients such as Glycolic Acid, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "ai_skincare_expert", "answer": "ai skincare expert"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "simple_effective", "answer": "simple effective"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "alcohol_free", "answer": "alcohol free"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "423e4567-e89b-12d3-a456-426614174003"}], "justification": "The listed products are recommended because they match the user's preferences for alcohol_free, paraben_free products. The chosen products contain key ingredients such as Tea Tree Oil, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Tea Tree Oil"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for women", "answer": "For Women"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "remove_lines_wrinkles", "answer": "remove lines wrinkles"}, {"slug": "reduce_dark_spots", "answer": "reduce dark spots"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "cruelty_free", "answer": "cruelty free"}, {"slug": "non_comedogenic", "answer": "non comedogenic"}]}}

{"products": [{"uuid": "423e4567-e89b-12d3-a456-426614174003"}, {"uuid": "a23e4567-e89b-12d3-a456-426614174009"}], "justification": "The listed products are recommended because they match the user's preferences for cruelty_free, non_comedogenic products. The chosen products contain key ingredients such as Glycerin, Hyaluronic Acid, Niacinamide, Salicylic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Salicylic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "unisex", "answer": "Unisex"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_dry_skin", "answer": "fight dry skin"}, {"slug": "firmness_elasticity", "answer": "firmness elasticity"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "just_curious", "answer": "just curious"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "bright_skin", "answer": "bright skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "fragrance_free", "answer": "fragrance free"}, {"slug": "organic", "answer": "organic"}]}}

{"products": [{"uuid": "223e4567-e89b-12d3-a456-426614174001"}, {"uuid": "123e4567-e89b-12d3-a456-426614174000"}], "justification": "The listed products are recommended because they match the user's preferences for fragrance_free, organic products. The chosen products contain key ingredients such as Ceramides, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Ceramides"}, {"name": "Hyaluronic Acid"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "shine_control", "answer": "shine control"}, {"slug": "fight_acne", "answer": "fight acne"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "complete_routine", "answer": "complete routine"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "even_skin_tone", "answer": "even skin tone"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "non_comedogenic", "answer": "non comedogenic"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "823e4567-e89b-12d3-a456-426614174007"}, {"uuid": "723e4567-e89b-12d3-a456-426614174006"}], "justification": "The listed products are recommended because they match the user's preferences for non_comedogenic, paraben_free products. The chosen products contain key ingredients such as Glycolic Acid, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Tea Tree Oil"}]}

{"kind_of_products": {"required": true, "type": "multiple", "category": "DEMOGRAPHICS", "question": "What kind of products are you looking for?", "answers": [{"slug": "for men", "answer": "For Men"}]}, "skin_goals": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What are your long-term skin goals & desired outcomes?", "answers": [{"slug": "fight_acne", "answer": "fight acne"}, {"slug": "minimize_pores", "answer": "minimize pores"}]}, "motivation": {"required": true, "type": "multiple", "category": "ASPIRATIONS", "question": "What's your motivation to be here?", "answers": [{"slug": "tired_of_seeking", "answer": "tired of seeking"}]}, "routine": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What kind of routine do you want?", "answers": [{"slug": "sophisticated", "answer": "sophisticated"}]}, "biggest_concern": {"required": true, "type": "single", "category": "ASPIRATIONS", "question": "What is the biggest skincare concern you have nowadays?", "answers": [{"slug": "clear_skin", "answer": "clear skin"}]}, "product_preferences": {"required": false, "type": "multiple", "category": "ASPIRATIONS", "question": "Do you have any preference for the following types of products?", "answers": [{"slug": "silicone_free", "answer": "silicone free"}, {"slug": "sulfate_free", "answer": "sulfate free"}]}}

{"products": [{"uuid": "223e4567-e89b-12d3-a456-426614174001"}, {"uuid": "623e4567-e89b-12d3-a456-426614174005"}], "justification": "The listed products are recommended because they match the user's preferences for silicone_free, sulfate_free products. The chosen products contain key ingredients such as Vitamin C, Licorice Root Extract, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Vitamin C"}, {"name": "Licorice Root Extract"}, {"name": "Hyaluronic Acid"}]}