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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 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": "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": "hypoallergenic", "answer": "hypoallergenic"}, {"slug": "alcohol_free", "answer": "alcohol 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": "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": "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": "fragrance_free", "answer": "fragrance free"}, {"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": "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": "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": "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": "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": "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": "organic", "answer": "organic"}, {"slug": "vegan", "answer": "vegan"}]}}

{"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 organic, vegan 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"}]}

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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": "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": "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": "alcohol_free", "answer": "alcohol free"}]}}

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{"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 sulfate_free, hypoallergenic 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"}]}

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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 non_comedogenic, cruelty_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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{"products": [{"uuid": "823e4567-e89b-12d3-a456-426614174007"}, {"uuid": "523e4567-e89b-12d3-a456-426614174004"}], "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 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": "523e4567-e89b-12d3-a456-426614174004"}, {"uuid": "623e4567-e89b-12d3-a456-426614174005"}], "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 Vitamin C, Licorice Root Extract, Hyaluronic Acid, Peptides. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Vitamin C"}, {"name": "Licorice Root Extract"}, {"name": "Hyaluronic Acid"}, {"name": "Peptides"}]}

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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 non_comedogenic, 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"}]}

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{"products": [{"uuid": "523e4567-e89b-12d3-a456-426614174004"}, {"uuid": "623e4567-e89b-12d3-a456-426614174005"}], "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 Vitamin C, Licorice Root Extract, Hyaluronic Acid, Peptides. These ingredients are known for providing hydration, reducing blemishes, and improving skin texture.", "ingredients": [{"name": "Vitamin C"}, {"name": "Licorice Root Extract"}, {"name": "Hyaluronic Acid"}, {"name": "Peptides"}]}

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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 hypoallergenic, vegan 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": "123e4567-e89b-12d3-a456-426614174000"}, {"uuid": "223e4567-e89b-12d3-a456-426614174001"}], "justification": "The listed products are recommended because they match the user's preferences for alcohol_free, vegan 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"}]}

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{"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 organic, cruelty_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"}]}

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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 alcohol_free, 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"}]}

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{"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 fragrance_free, vegan 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": "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, organic 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"}]}

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{"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 organic, sulfate_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"}]}

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{"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 sulfate_free, alcohol_free 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"}]}

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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 sulfate_free, silicone_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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