{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:wechat_元宇宙科技报告库",
  "url": "https://koinonlink.com/kol/wechat/%E5%85%83%E5%AE%87%E5%AE%99%E7%A7%91%E6%8A%80%E6%8A%A5%E5%91%8A%E5%BA%93",
  "alternate": {
    "html": "https://koinonlink.com/kol/wechat/%E5%85%83%E5%AE%87%E5%AE%99%E7%A7%91%E6%8A%80%E6%8A%A5%E5%91%8A%E5%BA%93",
    "json": "https://koinonlink.com/kol/wechat/%E5%85%83%E5%AE%87%E5%AE%99%E7%A7%91%E6%8A%80%E6%8A%A5%E5%91%8A%E5%BA%93.json",
    "markdown": "https://koinonlink.com/kol/wechat/%E5%85%83%E5%AE%87%E5%AE%99%E7%A7%91%E6%8A%80%E6%8A%A5%E5%91%8A%E5%BA%93.md"
  },
  "identity": {
    "display_name": "元宇宙科技报告库",
    "handle": "元宇宙科技报告库",
    "platform": "wechat",
    "platform_url": "https://weixin.sogou.com/weixin?type=1&query=%E5%85%83%E5%AE%87%E5%AE%99%E7%A7%91%E6%8A%80%E6%8A%A5%E5%91%8A%E5%BA%93",
    "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 workflows for ordinary workers in 2026",
      "AI agent maturity and outbound marketing service providers",
      "Rise of AI short dramas for overseas markets",
      "Enterprise AI capability whitepapers",
      "China enterprise AI transformation insights and reports"
    ],
    "topics_en": [
      "AI workflows for ordinary workers in 2026",
      "AI agent maturity and outbound marketing service providers",
      "Rise of AI short dramas for overseas markets",
      "Enterprise AI capability whitepapers",
      "China enterprise AI transformation insights and reports"
    ],
    "topics_zh": [
      "2026 年普通员工的 AI 工作流程",
      "AI 代理成熟度与出海营销服务商",
      "AI 短剧出海崛起",
      "企业 AI 能力白皮书",
      "中国企业 AI 转型洞察与报告"
    ],
    "category": "software",
    "category_label": "Software",
    "subcategory": "ai_tools",
    "subcategory_label": "AI tools / agents",
    "category_confidence": 0.95,
    "category_source": "derived_from_recent_content"
  },
  "audience": {
    "status": "present",
    "status_note": null,
    "description": "Chinese enterprise executives, managers, and business strategists seeking AI transformation insights and outbound marketing strategies",
    "roles": [
      "general_ai"
    ],
    "seniority": "decision_maker",
    "pain_points": [
      "Keeping pace with 2026 AI trends and whitepapers for business planning",
      "Evaluating maturity of AI agents for outbound marketing and service providers",
      "Navigating enterprise AI transformation challenges specific to Chinese companies",
      "Assessing opportunities in AI short dramas and entertainment for overseas expansion"
    ],
    "posts_analysed": 5,
    "confidence": 0.4
  },
  "commercial": {
    "audience_buyer_fit": 0.8,
    "promotion_intent": 0.6,
    "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_元宇宙科技报告库#458cab7b",
      "type": "creator_content",
      "excerpt": "2026年普通打工人的30个AI工作流",
      "source_url": "https://weixin.sogou.com/weixin?type=1&query=%E5%85%83%E5%AE%87%E5%AE%99%E7%A7%91%E6%8A%80%E6%8A%A5%E5%91%8A%E5%BA%93",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_元宇宙科技报告库#82c32098",
      "type": "creator_content",
      "excerpt": "出海营销AI智能体成熟度与服务商能力白皮书",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_元宇宙科技报告库#27ee79cc",
      "type": "creator_content",
      "excerpt": "AI短剧出海浪潮兴起,AI影视娱乐蓄势破竹",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_元宇宙科技报告库#d61f137e",
      "type": "creator_content",
      "excerpt": "2026企业AI力白皮书",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_元宇宙科技报告库#faa69716",
      "type": "creator_content",
      "excerpt": "2026年中国企业AI转型洞察报告",
      "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": 0,
      "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": 0,
      "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": 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": 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": 0,
    "generated_at": "2026-09-03T19:14:56.067Z"
  },
  "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_%E5%85%83%E5%AE%87%E5%AE%99%E7%A7%91%E6%8A%80%E6%8A%A5%E5%91%8A%E5%BA%93",
    "removal_url": "https://koinonlink.com/claim?k=wechat_%E5%85%83%E5%AE%87%E5%AE%99%E7%A7%91%E6%8A%80%E6%8A%A5%E5%91%8A%E5%BA%93"
  }
}