{
  "@context": "https://koinonlink.com/schema/creator/v1.2",
  "@type": "Creator",
  "schema_version": "1.2",
  "id": "koinon:creator:xiaohongshu_hwtjgmmm",
  "url": "https://koinonlink.com/kol/xiaohongshu/hwtjgmmm",
  "alternate": {
    "html": "https://koinonlink.com/kol/xiaohongshu/hwtjgmmm",
    "json": "https://koinonlink.com/kol/xiaohongshu/hwtjgmmm.json",
    "markdown": "https://koinonlink.com/kol/xiaohongshu/hwtjgmmm.md"
  },
  "identity": {
    "display_name": "好物推荐官（买买买版",
    "handle": "hwtjgmmm",
    "platform": "xiaohongshu",
    "platform_url": "https://www.xiaohongshu.com/user/profile/603248210000000001001386",
    "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": 59500,
    "following": null,
    "posts_total": null,
    "posts_observed": 22,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "koc"
  },
  "engagement": {
    "status": "peak_post_only",
    "engagement_rate": null,
    "engagement_rate_basis": null,
    "posts_in_average": null,
    "peak_post_engagement_rate": 0.00277,
    "avg_interactions_per_post": null,
    "best_post_interactions": 165,
    "measurement_source": "cn_posts_max",
    "measurement_formula": "likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts",
    "comparable_pool": "peak_interactions",
    "status_note": "We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.",
    "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": "谢谢你和我同途偶遇在这星球～\n测不到好东西的时候会暂停更新\n裙裙👉🏻@hwtjgcsb",
    "topics": [
      "大衣面料与版型真实分享",
      "羊毛羊绒等材质对比",
      "无广性价比好物推荐",
      "防骗与真实互动",
      "舒适单品穿搭体验"
    ],
    "category": "lifestyle",
    "category_label": "Lifestyle",
    "subcategory": "fashion",
    "subcategory_label": "Fashion & style",
    "category_confidence": 0.95,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Female consumers on Xiaohongshu who prioritize value for money, particularly interested in winter clothing fabrics like coats and wool sweaters, and comfortable everyday styling",
    "roles": [
      "consumer"
    ],
    "seniority": "consumer",
    "pain_points": [
      "Distinguishing the real texture and warmth of fabrics like wool, cashmere, and mohair",
      "Finding non-greasy, moisturizing skincare products that offer great value",
      "Avoiding shopping scams from fake accounts and misleading recommendations",
      "Choosing timeless, well-fitting coats and shoes with durable style that can be worn for years"
    ],
    "posts_analysed": 16,
    "confidence": 0.6
  },
  "commercial": {
    "audience_buyer_fit": 0.3,
    "promotion_intent": 0.7,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 60,
    "authenticity_basis": "engagement_observed",
    "authenticity_method": "Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily).",
    "authenticity_comparable_across_platforms": false,
    "credibility_score": 62,
    "credibility_note": null,
    "flagged_for_review": false,
    "flag_reasons": [],
    "anomaly_flags": [],
    "koinon_bd_grade": {
      "value": "B",
      "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_and_engagement",
      "formula": "authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine.",
      "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_hwtjgmmm#4d463770",
      "type": "creator_content",
      "excerpt": "姐妹们注意防骗！！最近发现有冒充我主动sx或者评论姐妹们的不明账号⚠️",
      "source_url": "https://www.xiaohongshu.com/user/profile/603248210000000001001386",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_hwtjgmmm#3bc15c8a",
      "type": "creator_content",
      "excerpt": "-",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_hwtjgmmm#abfb04d7",
      "type": "creator_content",
      "excerpt": "我本人不会主动私信姐妹们追着给🔗的，除了@好物推荐官（重生版） 和重生版简介里艾特的那个之外也没有其他任何小号，方便姐妹们 / 穿搭新人博主居然有3个粉丝了！！ / 谢谢你们！！我会超级认真地分享性价比高的好看衣服的！！我们一起变美~~",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_hwtjgmmm#bc79cd27",
      "type": "creator_content",
      "excerpt": "#记录吧就现在[话题]# #粉丝[话题]# #涨粉[话题]# #穿搭[话题]# / 开个互助贴，姐妹们的提问留在这里就好~",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_hwtjgmmm#3bc15c8a",
      "type": "creator_content",
      "excerpt": "-",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_hwtjgmmm#05714c4d",
      "type": "creator_content",
      "excerpt": "姐妹们的消息我收到了，我受宠若惊！！谢谢姐妹们信任我的推荐，但很多消息我实在没办法做回复（是真的会被🍠提醒，遵守平台规则TAT），姐妹们的问题都放在这个帖 / 走路很稳且不掉跟的芭蕾鞋买到了，大概三四厘米的跟，很好搭配，试穿是舒服的，但我这还没到穿这双的季节，不知道走远路舒不舒服，嘿嘿",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_hwtjgmmm#20d86e25",
      "type": "creator_content",
      "excerpt": "#美丽的鞋子[话题]# #穿上街的芭蕾鞋[话题]# #舒适的单鞋[话 / 这光泽！！这件面料是真神~~咩咩毛的光泽感不输咩咩绒，是那种很顺滑软糯的光泽感面料",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_hwtjgmmm#3bc15c8a",
      "type": "creator_content",
      "excerpt": "-",
      "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": 0.6,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.roles",
      "source_type": "ai_inferred",
      "confidence": 0.6,
      "freshness_days": 0,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.seniority",
      "source_type": "ai_inferred",
      "confidence": 0.6,
      "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": 11,
      "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": 0.5,
      "freshness_days": 0,
      "method": "Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily).",
      "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": 11,
      "method": "llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine.",
      "note": "Koinon partner-outreach fit, not creator quality."
    },
    {
      "field": "reach.followers",
      "source_type": "observed",
      "confidence": 0.95,
      "freshness_days": 11,
      "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": 11,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 0,
    "generated_at": "2026-09-03T00:22:44.202Z"
  },
  "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_hwtjgmmm",
    "removal_url": "https://koinonlink.com/claim?k=xiaohongshu_hwtjgmmm"
  }
}