{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:wechat_中坻科技 tsg专家",
  "url": "https://koinonlink.com/kol/wechat/%E4%B8%AD%E5%9D%BB%E7%A7%91%E6%8A%80%20TSG%E4%B8%93%E5%AE%B6",
  "alternate": {
    "html": "https://koinonlink.com/kol/wechat/%E4%B8%AD%E5%9D%BB%E7%A7%91%E6%8A%80%20TSG%E4%B8%93%E5%AE%B6",
    "json": "https://koinonlink.com/kol/wechat/%E4%B8%AD%E5%9D%BB%E7%A7%91%E6%8A%80%20TSG%E4%B8%93%E5%AE%B6.json",
    "markdown": "https://koinonlink.com/kol/wechat/%E4%B8%AD%E5%9D%BB%E7%A7%91%E6%8A%80%20TSG%E4%B8%93%E5%AE%B6.md"
  },
  "identity": {
    "display_name": "中坻科技 TSG专家",
    "handle": "中坻科技 TSG专家",
    "platform": "wechat",
    "platform_url": "https://weixin.sogou.com/weixin?type=1&query=%E4%B8%AD%E5%9D%BB%E7%A7%91%E6%8A%80%20TSG%E4%B8%93%E5%AE%B6",
    "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": 8,
    "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": [
      "AI获客系统",
      "AI替代销售团队",
      "本地流量获取",
      "销售变现案例",
      "避免盲目投流"
    ],
    "topics_en": [
      "AI Customer Acquisition Systems",
      "AI Replacing Sales Teams",
      "Local Traffic Acquisition",
      "Sales Monetization Case Studies",
      "Avoiding Blind Ad Spending"
    ],
    "topics_zh": [
      "AI获客系统",
      "AI替代销售团队",
      "本地流量获取",
      "销售变现案例",
      "避免盲目投流"
    ],
    "category": "software",
    "category_label": "Software",
    "subcategory": "ai_tools",
    "subcategory_label": "AI tools / agents",
    "category_confidence": 0.9,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "small and medium business sales leaders and marketing/sales professionals looking to use AI for customer acquisition",
    "roles": [
      "sales"
    ],
    "seniority": "decision_maker",
    "pain_points": [
      "high labor costs and low efficiency in traditional sales teams",
      "expensive and inconsistent ad campaign results",
      "lack of practical AI customer acquisition methods and tools",
      "local traffic being captured by competitors"
    ],
    "posts_analysed": 5,
    "confidence": 0.4
  },
  "commercial": {
    "audience_buyer_fit": 0.9,
    "promotion_intent": 1,
    "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": "A",
      "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_中坻科技 tsg专家#f6079e46",
      "type": "creator_content",
      "excerpt": "我是如何做到用AI获客,一个月变现20万的",
      "source_url": "https://weixin.sogou.com/weixin?type=1&query=%E4%B8%AD%E5%9D%BB%E7%A7%91%E6%8A%80%20TSG%E4%B8%93%E5%AE%B6",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_中坻科技 tsg专家#421323a1",
      "type": "creator_content",
      "excerpt": "一夜爆单的 AI 获客内幕,业内大佬至今不愿公开",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_中坻科技 tsg专家#ad12b90e",
      "type": "creator_content",
      "excerpt": "本以为 AI 获客是骗局,直到我用光了同行的客源",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_中坻科技 tsg专家#bb0a420e",
      "type": "creator_content",
      "excerpt": "别再瞎投流!这套 AI 获客打法,悄悄吸干同城流量",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_中坻科技 tsg专家#ad59c466",
      "type": "creator_content",
      "excerpt": "谁能想到,一套 AI 获客系统,直接干翻 30 人销售团队",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_中坻科技 tsg专家#88a90fa8",
      "type": "creator_content",
      "excerpt": "再不用上 AI 获客,未来一年,你的客户都会被对手截走",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_中坻科技 tsg专家#db8c8d04",
      "type": "creator_content",
      "excerpt": "濒临倒闭的小店,靠 AI 获客 30 天,客户主动排队上门",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_中坻科技 tsg专家#aa3a8a0c",
      "type": "creator_content",
      "excerpt": "打破获客次元壁!AI 自主拓客,再也不用求人找生意",
      "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": 13,
      "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": 13,
      "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": 13,
      "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": 0,
      "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 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": 0,
      "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": 0,
      "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": 0,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 13,
    "generated_at": "2026-09-03T17:25:01.860Z"
  },
  "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/wechat",
    "category_entity": "https://koinonlink.com/product-category/software"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=wechat_%E4%B8%AD%E5%9D%BB%E7%A7%91%E6%8A%80%20tsg%E4%B8%93%E5%AE%B6",
    "removal_url": "https://koinonlink.com/claim?k=wechat_%E4%B8%AD%E5%9D%BB%E7%A7%91%E6%8A%80%20tsg%E4%B8%93%E5%AE%B6"
  }
}