{
  "@context": "https://koinonlink.com/schema/creator/v1.4",
  "@type": "Creator",
  "schema_version": "1.4",
  "id": "koinon:creator:wechat_夏天严选好物",
  "url": "https://koinonlink.com/kol/wechat/%E5%A4%8F%E5%A4%A9%E4%B8%A5%E9%80%89%E5%A5%BD%E7%89%A9",
  "alternate": {
    "html": "https://koinonlink.com/kol/wechat/%E5%A4%8F%E5%A4%A9%E4%B8%A5%E9%80%89%E5%A5%BD%E7%89%A9",
    "json": "https://koinonlink.com/kol/wechat/%E5%A4%8F%E5%A4%A9%E4%B8%A5%E9%80%89%E5%A5%BD%E7%89%A9.json",
    "markdown": "https://koinonlink.com/kol/wechat/%E5%A4%8F%E5%A4%A9%E4%B8%A5%E9%80%89%E5%A5%BD%E7%89%A9.md"
  },
  "identity": {
    "display_name": "夏天严选好物",
    "handle": "夏天严选好物",
    "platform": "wechat",
    "platform_url": "https://weixin.sogou.com/weixin?type=1&query=%E5%A4%8F%E5%A4%A9%E4%B8%A5%E9%80%89%E5%A5%BD%E7%89%A9",
    "website": null,
    "country": null,
    "country_name": null,
    "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": null,
    "following": null,
    "posts_total": null,
    "posts_observed": 11,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "nano"
  },
  "engagement": {
    "status": "not_measurable_on_platform",
    "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": "This platform publishes no follower count, so an engagement RATE has no denominator here. No amount of further collection can produce one — it is a property of the platform, not a gap in our data.",
    "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": "",
    "topics": [
      "日常消费品推荐",
      "食品零食",
      "个人护理与美妆",
      "家居小家电与日用品"
    ],
    "topics_en": [
      "daily necessities recommendations",
      "food and snacks",
      "personal care and beauty",
      "home appliances and daily goods"
    ],
    "topics_zh": [
      "日常消费品推荐",
      "食品零食",
      "个人护理与美妆",
      "家居小家电与日用品"
    ],
    "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": "General consumers, primarily audiences interested in everyday shopping and household product recommendations",
    "roles": [
      "consumer"
    ],
    "seniority": "consumer",
    "pain_points": [
      "Struggling to find high-value, practical products among overwhelming choices",
      "Worried about purchasing items that don’t fit well or are of poor quality",
      "Need recommendations tailored to family members, such as elderly relatives",
      "Want quick access to daily new arrivals or trending must-have items"
    ],
    "posts_analysed": 5,
    "confidence": 0.4,
    "traceable": false,
    "traceable_note": "The posts this inference was computed from are NOT retained, so this conclusion cannot be traced back to its inputs. evidence[] holds separately collected profile content and is NOT the input to this inference — do not cite it as support. confidence is a number the model reported about its own reading, NOT a measure of verifiability: a high confidence with traceable=false is still an untraceable claim."
  },
  "commercial": {
    "audience_buyer_fit": 0.3,
    "promotion_intent": 0.8,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 60,
    "authenticity_basis": "platform_default",
    "authenticity_method": "Fixed value 60. This platform exposes no public follower count, so no authenticity heuristic is run at all. The number is a placeholder, not a measurement.",
    "authenticity_comparable_across_platforms": false,
    "credibility_score": null,
    "credibility_note": "Not computed for this profile: the follower-based heuristic had no inputs on this platform.",
    "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_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": "wechat_夏天严选好物#85aab4f3",
      "type": "creator_content",
      "excerpt": "今日好物推荐:瑞幸咖啡,金纺衣物护理柔顺剂,原装进口老年早餐羊奶粉...",
      "source_url": "https://weixin.sogou.com/weixin?type=1&query=%E5%A4%8F%E5%A4%A9%E4%B8%A5%E9%80%89%E5%A5%BD%E7%89%A9",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_夏天严选好物#b614354e",
      "type": "creator_content",
      "excerpt": "今日好物推荐:旺旺大礼拜,猫人内衣裤,爱达乐火腿酥皮月饼...",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_夏天严选好物#6cada242",
      "type": "creator_content",
      "excerpt": "今日好物推荐:索爱电动剃须刀,稻香村月饼,蓝牙耳机...",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_夏天严选好物#7dafedb2",
      "type": "creator_content",
      "excerpt": "今日好物推荐:创维手持风扇,得力分段式包书皮,爷爷的农场山楂棒...",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_夏天严选好物#420f2abb",
      "type": "creator_content",
      "excerpt": "今日好物推荐:徐福记小丸煎饼,淡纹六胜肽原液,手机支架...",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_夏天严选好物#eceb809b",
      "type": "creator_content",
      "excerpt": "今日好物推荐:会说话的早教书,防晒喷雾,学生雨衣...",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_夏天严选好物#719cc6cd",
      "type": "creator_content",
      "excerpt": "今日好物推荐:环球清仓男女洞洞鞋,得力马克笔,美邦羽绒服...",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_夏天严选好物#ec9764aa",
      "type": "creator_content",
      "excerpt": "今日好物推荐:361女鞋,红色小象婴童润肤霜,全麦面包...",
      "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": 0.4,
      "freshness_days": 61,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.roles",
      "source_type": "ai_inferred",
      "confidence": 0.4,
      "freshness_days": 61,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.seniority",
      "source_type": "ai_inferred",
      "confidence": 0.4,
      "freshness_days": 61,
      "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": 39,
      "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": 39,
      "method": "llm_scorer"
    },
    {
      "field": "quality.anomaly_flags",
      "source_type": "heuristic",
      "confidence": 0.5,
      "freshness_days": 39,
      "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": 39,
      "method": "Fixed value 60. This platform exposes no public follower count, so no authenticity heuristic is run at all. The number is a placeholder, 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": 39,
      "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": 39,
      "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": 39,
    "content_analysed_days_ago": 39,
    "audience_updated_days_ago": 61,
    "generated_at": "2026-10-23T02:40:45.034Z"
  },
  "retrieval": {
    "indexing_requests": 5,
    "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/wechat",
    "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=wechat_%E5%A4%8F%E5%A4%A9%E4%B8%A5%E9%80%89%E5%A5%BD%E7%89%A9",
    "removal_url": "https://koinonlink.com/claim?k=wechat_%E5%A4%8F%E5%A4%A9%E4%B8%A5%E9%80%89%E5%A5%BD%E7%89%A9"
  }
}