{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:xiaohongshu_483741415",
  "url": "https://koinonlink.com/kol/xiaohongshu/483741415",
  "alternate": {
    "html": "https://koinonlink.com/kol/xiaohongshu/483741415",
    "json": "https://koinonlink.com/kol/xiaohongshu/483741415.json",
    "markdown": "https://koinonlink.com/kol/xiaohongshu/483741415.md"
  },
  "identity": {
    "display_name": "兰兰家居好物",
    "handle": "483741415",
    "platform": "xiaohongshu",
    "platform_url": "https://www.xiaohongshu.com/user/profile/5e4a1c4300000000010074d2",
    "website": null,
    "country": "CN",
    "country_name": "China",
    "location_text": null,
    "entity_type": "creator",
    "person_id": null,
    "person_id_note": "Cross-platform identity not resolved for this creator.",
    "other_accounts": [],
    "claimed": false,
    "claimed_note": "Not claimed. This says nothing about the creator — most profiles are simply not claimed yet.",
    "declared_accounts": []
  },
  "first_party": null,
  "reach": {
    "followers": 2700,
    "following": null,
    "posts_total": null,
    "posts_observed": 1,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "nano"
  },
  "engagement": {
    "status": "not_collected",
    "engagement_rate": null,
    "engagement_rate_basis": null,
    "posts_in_average": null,
    "avg_views_per_post": null,
    "peak_post_engagement_rate": null,
    "avg_interactions_per_post": null,
    "best_post_interactions": null,
    "measurement_source": null,
    "measurement_formula": null,
    "comparable_pool": null,
    "status_note": "Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.",
    "unit_note": "engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here."
  },
  "content": {
    "bio": "RED ID: 483741415",
    "topics": [
      "Home appliance recommendations",
      "Interior design trends (e.g., minimalist,奶油风, black-white-gr",
      "Home renovation tips and common pitfalls",
      "Furniture selection (e.g., sofas, beds)",
      "Kitchen and bathroom design optimization",
      "Smart home and lighting setup"
    ],
    "topics_en": [
      "Home appliance recommendations",
      "Interior design trends (e.g., minimalist, 奶油风, black-white-grey)",
      "Home renovation tips and common pitfalls",
      "Furniture selection (e.g., sofas, beds)",
      "Kitchen and bathroom design optimization",
      "Smart home and lighting setup"
    ],
    "topics_zh": [
      "Home appliance recommendations",
      "Interior design trends (e.g., minimalist,奶油风, black-white-gr",
      "Home renovation tips and common pitfalls",
      "Furniture selection (e.g., sofas, beds)",
      "Kitchen and bathroom design optimization",
      "Smart home and lighting setup"
    ],
    "category": "lifestyle",
    "category_label": "Lifestyle",
    "subcategory": "home_living",
    "subcategory_label": "Home & living",
    "category_confidence": 0.9,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Homeowners and interior design enthusiasts, mainly first-time home buyers and new homeowners focusing on practical, aesthetic, and budget-conscious home upgrades",
    "roles": [
      "ecom_ops"
    ],
    "seniority": "practitioner",
    "pain_points": [
      "Struggling to choose the right appliances and materials due to overwhelming options and conflicting advice",
      "Frustrated by poor-quality products that fail quickly or don’t deliver promised benefits",
      "Anxious about making costly mistakes during home renovation or furniture selection",
      "Overwhelmed by the complexity of balancing style, function, and budget in home design"
    ],
    "posts_analysed": 38,
    "confidence": 0.75
  },
  "commercial": {
    "audience_buyer_fit": 0.1,
    "promotion_intent": 0.1,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 58,
    "authenticity_basis": "platform_default",
    "authenticity_method": "Fixed value 58, pending engagement collection. Not a measurement.",
    "authenticity_comparable_across_platforms": false,
    "credibility_score": 37,
    "credibility_note": null,
    "flagged_for_review": false,
    "flag_reasons": [],
    "anomaly_flags": [],
    "koinon_bd_grade": {
      "value": "C",
      "scale": [
        "A",
        "B",
        "C",
        "quarantine",
        null
      ],
      "value_meanings": {
        "A": "Strong fit for Koinon partner outreach.",
        "B": "Moderate fit.",
        "C": "Weak fit, or never scored.",
        "quarantine": "Flagged for manual review. Excluded from Koinon published statistics, but creator search still RETURNS these profiles unless you pass exclude_anomalous:true — check quality.flagged_for_review.",
        "null": "Never scored."
      },
      "measures": "koinon_partner_outreach_fit",
      "basis": "koinon_bd_fit_only",
      "formula": "fit_score >= 0.5 => A; >= 0.35 => B; else C. authenticity is not an input.",
      "comparable_across_platforms": false,
      "interpretation": "NOT a quality score and NOT fit for your campaign — it grades Koinon own partner-outreach interest in gaming, e-commerce and software. A \"C\" usually means \"outside those industries\" or \"not yet scored\".",
      "explained_at": "https://koinonlink.com/for-ai#koinon_bd_grade"
    },
    "interpretation": "Signals for triage, not verdicts. A flag means the profile is worth a manual check."
  },
  "evidence": [
    {
      "evidence_id": "xiaohongshu_483741415#9e33e966",
      "type": "creator_content",
      "excerpt": "#有缘人传讯[话题]# #运势[话题]# #宇宙传讯[话题]# #吸引力显化法则[话题]# #灵性指引[话题]# #能量[话题]# #宇宙能量传递[话题]# #显化法则[话题]# #今日宇宙指引[话题 / #宇宙传讯[话题]# #能量提升[话题]# #灵性指引[话题]# #吸引力法则[话题]# #有缘人传讯[话题]# #潜意识[话题]# #宇宙能量传递[话题]# #提高磁场及正能量[话题]# #今日宇宙 / 随手分享｜新换的床垫也太好睡了吧！ / [赞R][赞R][哇R][哇R][派对R][派对R]",
      "source_url": "https://www.xiaohongshu.com/user/profile/5e4a1c4300000000010074d2",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_483741415#3390c079",
      "type": "creator_content",
      "excerpt": "纯纯日常分享来啦～家里的旧床垫用了好多年，早就有点变形塌陷，睡着总觉得不舒服，纠结了好久终于决定换一款，没想到直接超出预期，睡一次就爱上！",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_483741415#8971dbd0",
      "type": "creator_content",
      "excerpt": "这款床 / 做饭不糟心✨全靠这款前锋小飞羽油烟机 / 谁懂啊！以前下厨爆炒真的太煎熬🌶️",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_483741415#1f26f48f",
      "type": "creator_content",
      "excerpt": "油烟刚一冒就满屋乱窜，呛得人睁不开眼、喉咙发紧，老式烟机不仅吸力拉胯，噪音还大得像工地，厚重笨拙的机身装在厨房，不仅占空间还特别压抑，油污擦半天都擦不干净，做饭完 / 铁锅到底该选王源吉还是章丘？ / 不粘锅涂层掉得不忍直视，是时候给厨房请个“铁饭碗”了！",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_483741415#e3f9bc25",
      "type": "creator_content",
      "excerpt": "👀 最近做足功课准备入坑铁锅，结果发现比高数还难懂…生铁vs熟铁，头都大了。目前锁定了呼声超高的王源吉和章丘，但两款风格好像不一样，求懂行的姐 / 好物推荐‖年度巨好用的电器. / #生活必备家电[话题]# #原来家电还能这样[话题]# #让人感到幸福的小家电[话题]# #厨房小家电[话题]# #提升生活幸福感的小家电[话题]# #提升生活品质好物分享[话题]# #提升幸福感的生 / 家电好物推荐~ / #家中好物真心话小会[话题]# #生活必备家电[话题]# #买了不后悔的家电[话题]# #家电好物[话题]# #家电[话题]# #提升幸福感的生活家电",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    }
  ],
  "provenance": [
    {
      "field": "audience.description",
      "source_type": "ai_inferred",
      "confidence": 0.75,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.roles",
      "source_type": "ai_inferred",
      "confidence": 0.75,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.seniority",
      "source_type": "ai_inferred",
      "confidence": 0.75,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "commercial.audience_buyer_fit",
      "source_type": "ai_inferred",
      "confidence": 0.6,
      "freshness_days": 0,
      "method": "llm_scorer",
      "note": "Relative signal within Koinon indexing, not a market-wide score."
    },
    {
      "field": "commercial.promotion_intent",
      "source_type": "ai_inferred",
      "confidence": 0.6,
      "freshness_days": 0,
      "method": "llm_scorer"
    },
    {
      "field": "quality.anomaly_flags",
      "source_type": "heuristic",
      "confidence": 0.5,
      "freshness_days": 60,
      "method": "profile_snapshot_and_engagement_ratio_heuristic",
      "note": "Means \"worth a manual check\", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person."
    },
    {
      "field": "quality.authenticity_score",
      "source_type": "heuristic",
      "confidence": 0.25,
      "freshness_days": 0,
      "method": "Fixed value 58, pending engagement collection. Not a measurement.",
      "note": "The input set differs by platform; do not compare this score across platforms."
    },
    {
      "field": "quality.koinon_bd_grade",
      "source_type": "ai_inferred",
      "confidence": 0.5,
      "freshness_days": 60,
      "method": "llm_partner_fit_classifier + fit_score >= 0.5 => A; >= 0.35 => B; else C. authenticity is not an input.",
      "note": "Koinon partner-outreach fit, not creator quality."
    },
    {
      "field": "reach.followers",
      "source_type": "observed",
      "confidence": 0.95,
      "freshness_days": 60,
      "method": "platform_profile"
    }
  ],
  "method_notes": {
    "llm_persona_from_recent_content": "Computed from posts read live at analysis time; those posts are NOT retained. The excerpts in evidence[] are separately collected profile content and are NOT the inputs to this inference. Do not cite them as its supporting evidence."
  },
  "freshness": {
    "profile_checked_days_ago": 60,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 0,
    "generated_at": "2026-09-05T07:22:42.249Z"
  },
  "retrieval": {
    "indexing_requests": 1,
    "user_triggered_requests": 0,
    "last_user_triggered_day": null,
    "note": "Being indexed in bulk is not the same as being retrieved to answer a question."
  },
  "relationships": {
    "platform_entity": "https://koinonlink.com/creators/xiaohongshu",
    "category_entity": "https://koinonlink.com/product-category/lifestyle"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=xiaohongshu_483741415",
    "removal_url": "https://koinonlink.com/claim?k=xiaohongshu_483741415"
  }
}