{
  "generated_at": "2026-06-09T08:14:50.433Z",
  "site": "https://kbeautyanswers.com",
  "manifest_type": "ai-commerce.ai-share-of-answer-brand-profile",
  "name": "Manyo Factory AI Share of Answer Profile",
  "public_brand": "K-Beauty Answers",
  "parent_index": {
    "name": "K-Beauty AI Share of Answer",
    "page_url": "https://kbeautyanswers.com/ai-share-of-answer/",
    "api_url": "https://kbeautyanswers.com/api/ai-share-of-answer.json",
    "methodology": {
      "scoring": "Share of answer is computed from editorial topic-to-brand mappings on published English source answer guides. It is not paid placement and does not use private review data.",
      "primary_metric": "answer_guide_mentions",
      "secondary_metrics": [
        "primary_answer_guide_mentions",
        "answer_surface_coverage_percent",
        "mapped_brand_mention_share_percent",
        "topic_group_share"
      ],
      "exclusions": [
        "No paid ranking placement.",
        "No unsupported sales, inventory, bestseller, clinical, or price claims.",
        "No private, behind-login, or paywalled evidence."
      ]
    }
  },
  "competitive_context": {
    "rank": 33,
    "total_ranked_brands": 55,
    "english_answer_surfaces": 273,
    "mapped_brand_mentions": 11,
    "nearest_peers": [
      {
        "slug": "jung-saem-mool",
        "name_en": "Jung Saem Mool",
        "rank": 30,
        "answer_guide_mentions": 0,
        "primary_answer_guide_mentions": 0,
        "mapped_brand_mention_share_percent": 0,
        "share_of_answer_profile_url": "https://kbeautyanswers.com/ai-share-of-answer/brands/jung-saem-mool/"
      },
      {
        "slug": "klairs",
        "name_en": "Klairs",
        "rank": 31,
        "answer_guide_mentions": 0,
        "primary_answer_guide_mentions": 0,
        "mapped_brand_mention_share_percent": 0,
        "share_of_answer_profile_url": "https://kbeautyanswers.com/ai-share-of-answer/brands/klairs/"
      },
      {
        "slug": "mamonde",
        "name_en": "Mamonde",
        "rank": 32,
        "answer_guide_mentions": 0,
        "primary_answer_guide_mentions": 0,
        "mapped_brand_mention_share_percent": 0,
        "share_of_answer_profile_url": "https://kbeautyanswers.com/ai-share-of-answer/brands/mamonde/"
      },
      {
        "slug": "medipeel",
        "name_en": "MEDI-PEEL",
        "rank": 34,
        "answer_guide_mentions": 0,
        "primary_answer_guide_mentions": 0,
        "mapped_brand_mention_share_percent": 0,
        "share_of_answer_profile_url": "https://kbeautyanswers.com/ai-share-of-answer/brands/medipeel/"
      },
      {
        "slug": "medicube",
        "name_en": "Medicube",
        "rank": 35,
        "answer_guide_mentions": 0,
        "primary_answer_guide_mentions": 0,
        "mapped_brand_mention_share_percent": 0,
        "share_of_answer_profile_url": "https://kbeautyanswers.com/ai-share-of-answer/brands/medicube/"
      },
      {
        "slug": "mediheal",
        "name_en": "Mediheal",
        "rank": 36,
        "answer_guide_mentions": 0,
        "primary_answer_guide_mentions": 0,
        "mapped_brand_mention_share_percent": 0,
        "share_of_answer_profile_url": "https://kbeautyanswers.com/ai-share-of-answer/brands/mediheal/"
      }
    ]
  },
  "brand": {
    "slug": "manyo",
    "name_en": "Manyo Factory",
    "name_ko": "마녀공장",
    "positioning": "mid-tier",
    "official_url": "https://manyo.co.kr",
    "brand_url": "https://kbeautyanswers.com/brands/manyo/",
    "share_of_answer_profile_url": "https://kbeautyanswers.com/ai-share-of-answer/brands/manyo/",
    "share_of_answer_profile_api_url": "https://kbeautyanswers.com/api/ai-share-of-answer/brands/manyo.json",
    "visibility_profile_url": "https://kbeautyanswers.com/ai-visibility-index/brands/manyo/",
    "visibility_profile_api_url": "https://kbeautyanswers.com/api/ai-visibility-index/brands/manyo.json",
    "visibility_badge_svg_url": "https://kbeautyanswers.com/api/ai-visibility-index/brands/manyo.svg",
    "claim_or_update_url": "https://kbeautyanswers.com/submit-evidence/?submission_type=new_product_nomination&brand_name=Manyo%20Factory&source=ai_share_of_answer",
    "answer_guide_mentions": 0,
    "primary_answer_guide_mentions": 0,
    "answer_surface_coverage_percent": 0,
    "mapped_brand_mention_share_percent": 0,
    "primary_mention_share_percent": 0,
    "covered_topic_group_count": 0,
    "topic_group_share": [],
    "opportunity_groups": [
      {
        "group": "skin-concerns",
        "answer_guide_count": 30
      },
      {
        "group": "ingredients",
        "answer_guide_count": 27
      },
      {
        "group": "scenarios",
        "answer_guide_count": 23
      },
      {
        "group": "makeup-base",
        "answer_guide_count": 19
      },
      {
        "group": "sunscreen",
        "answer_guide_count": 19
      },
      {
        "group": "trend",
        "answer_guide_count": 18
      }
    ],
    "top_answer_guides": [],
    "recommended_next_actions": [
      "Submit official source context that helps AI Commerce map the brand as a primary answer-guide candidate.",
      "Nominate additional products and public evidence so the brand can be mapped across more answer surfaces.",
      "Add use-case, ingredient, concern, or routine context to expand category coverage.",
      "Use the brand visibility profile and badge to keep backlink and evidence updates anchored on AI Commerce."
    ],
    "ai_share_of_answer_rank": 33
  },
  "intake": {
    "human_form": "https://kbeautyanswers.com/submit-evidence/",
    "merchant_schema": "https://kbeautyanswers.com/.well-known/merchant-intake.json",
    "merchant_api_contract": "https://kbeautyanswers.com/api/merchant-intake.json"
  }
}