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{"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": "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": "paraben_free", "answer": "paraben free"}]}}

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{"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": "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": "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": "cruelty_free", "answer": "cruelty free"}]}}

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{"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": "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": "vegan", "answer": "vegan"}]}}

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{"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": "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": "paraben_free", "answer": "paraben free"}, {"slug": "organic", "answer": "organic"}]}}

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{"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": "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": "hypoallergenic", "answer": "hypoallergenic"}]}}

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{"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 cruelty_free, vegan 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"}]}

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{"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 silicone_free, hypoallergenic 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"}]}

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{"products": [{"uuid": "923e4567-e89b-12d3-a456-426614174008"}, {"uuid": "723e4567-e89b-12d3-a456-426614174006"}], "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 Glycerin, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Tea Tree Oil"}]}

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{"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 organic, fragrance_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"}]}

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{"products": [{"uuid": "123e4567-e89b-12d3-a456-426614174000"}, {"uuid": "323e4567-e89b-12d3-a456-426614174002"}], "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 Ceramides, Hyaluronic Acid, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Ceramides"}, {"name": "Hyaluronic Acid"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

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{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "623e4567-e89b-12d3-a456-426614174005"}], "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 Vitamin C, Licorice Root Extract, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Vitamin C"}, {"name": "Licorice Root Extract"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

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{"products": [{"uuid": "623e4567-e89b-12d3-a456-426614174005"}, {"uuid": "323e4567-e89b-12d3-a456-426614174002"}], "justification": "The listed products are recommended because they match the user's preferences for hypoallergenic, cruelty_free products. The chosen products contain key ingredients such as Licorice Root Extract, Vitamin C, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Licorice Root Extract"}, {"name": "Vitamin C"}, {"name": "Niacinamide"}, {"name": "Zinc PCA"}]}

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{"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 alcohol_free, cruelty_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": "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": "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": "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": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "523e4567-e89b-12d3-a456-426614174004"}, {"uuid": "923e4567-e89b-12d3-a456-426614174008"}], "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, Peptides. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Hyaluronic Acid"}, {"name": "Peptides"}]}

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{"products": [{"uuid": "523e4567-e89b-12d3-a456-426614174004"}, {"uuid": "823e4567-e89b-12d3-a456-426614174007"}], "justification": "The listed products are recommended because they match the user's preferences for hypoallergenic, non_comedogenic products. The chosen products contain key ingredients such as Glycolic Acid, Hyaluronic Acid, Peptides. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycolic Acid"}, {"name": "Hyaluronic Acid"}, {"name": "Peptides"}]}

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{"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, sulfate_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": "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": "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": "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": "silicone_free", "answer": "silicone 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 alcohol_free, silicone_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"}]}

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{"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 paraben_free, cruelty_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"}]}

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{"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"}]}

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{"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 cruelty_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": "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_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": "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": "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 sulfate_free, silicone_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": "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": "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": "fragrance_free", "answer": "fragrance free"}, {"slug": "non_comedogenic", "answer": "non comedogenic"}]}}

{"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 fragrance_free, non_comedogenic 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"}]}

{"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": "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": "cruelty_free", "answer": "cruelty free"}]}}

{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "323e4567-e89b-12d3-a456-426614174002"}], "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 Tea Tree Oil, Niacinamide, Zinc PCA. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Tea Tree Oil"}, {"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": "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": "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": "non_comedogenic", "answer": "non comedogenic"}, {"slug": "paraben_free", "answer": "paraben free"}]}}

{"products": [{"uuid": "423e4567-e89b-12d3-a456-426614174003"}, {"uuid": "923e4567-e89b-12d3-a456-426614174008"}], "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 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": "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": "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": "non_comedogenic", "answer": "non comedogenic"}]}}

{"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 vegan, 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": "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": "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": "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": "non_comedogenic", "answer": "non comedogenic"}, {"slug": "organic", "answer": "organic"}]}}

{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "a23e4567-e89b-12d3-a456-426614174009"}], "justification": "The listed products are recommended because they match the user's preferences for non_comedogenic, organic 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"}]}

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{"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, cruelty_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"}]}

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{"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 fragrance_free, vegan 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"}]}

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{"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 fragrance_free, silicone_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"}]}

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{"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 sulfate_free, vegan 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"}]}

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{"products": [{"uuid": "823e4567-e89b-12d3-a456-426614174007"}, {"uuid": "623e4567-e89b-12d3-a456-426614174005"}], "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 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"}]}

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{"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 organic, fragrance_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"}]}

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{"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, cruelty_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"}]}

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{"products": [{"uuid": "723e4567-e89b-12d3-a456-426614174006"}, {"uuid": "a23e4567-e89b-12d3-a456-426614174009"}], "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 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"}]}

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{"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 non_comedogenic, paraben_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"}]}

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{"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 non_comedogenic, sulfate_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"}]}

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{"products": [{"uuid": "a23e4567-e89b-12d3-a456-426614174009"}, {"uuid": "623e4567-e89b-12d3-a456-426614174005"}], "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 Licorice Root Extract, Vitamin C, Glycerin, Hyaluronic Acid. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Licorice Root Extract"}, {"name": "Vitamin C"}, {"name": "Glycerin"}, {"name": "Hyaluronic Acid"}]}

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{"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 silicone_free, hypoallergenic 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"}]}

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{"products": [{"uuid": "823e4567-e89b-12d3-a456-426614174007"}, {"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 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"}]}

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{"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 hypoallergenic, cruelty_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"}]}

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{"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 sulfate_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"}]}

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{"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, fragrance_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"}]}

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{"products": [{"uuid": "323e4567-e89b-12d3-a456-426614174002"}, {"uuid": "823e4567-e89b-12d3-a456-426614174007"}], "justification": "The listed products are recommended because they match the user's preferences for non_comedogenic, organic 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"}]}

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{"products": [{"uuid": "923e4567-e89b-12d3-a456-426614174008"}, {"uuid": "723e4567-e89b-12d3-a456-426614174006"}], "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, Tea Tree Oil. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Glycerin"}, {"name": "Tea Tree Oil"}]}

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{"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 fragrance_free, silicone_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"}]}

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{"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 fragrance_free, 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"}]}

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