{
  "@context": "https://koinonlink.com/schema/creator/v1.4",
  "@type": "Creator",
  "schema_version": "1.4",
  "id": "koinon:creator:wechat_快鹭智能办公",
  "url": "https://koinonlink.com/kol/wechat/%E5%BF%AB%E9%B9%AD%E6%99%BA%E8%83%BD%E5%8A%9E%E5%85%AC",
  "alternate": {
    "html": "https://koinonlink.com/kol/wechat/%E5%BF%AB%E9%B9%AD%E6%99%BA%E8%83%BD%E5%8A%9E%E5%85%AC",
    "json": "https://koinonlink.com/kol/wechat/%E5%BF%AB%E9%B9%AD%E6%99%BA%E8%83%BD%E5%8A%9E%E5%85%AC.json",
    "markdown": "https://koinonlink.com/kol/wechat/%E5%BF%AB%E9%B9%AD%E6%99%BA%E8%83%BD%E5%8A%9E%E5%85%AC.md"
  },
  "identity": {
    "display_name": "快鹭智能办公",
    "handle": "快鹭智能办公",
    "platform": "wechat",
    "platform_url": "https://weixin.sogou.com/weixin?type=1&query=%E5%BF%AB%E9%B9%AD%E6%99%BA%E8%83%BD%E5%8A%9E%E5%85%AC",
    "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": 23,
    "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": [
      "企业级AI办公平台选型",
      "数据安全优先的AI工具推荐",
      "智能CRM与AI集成",
      "AI办公平台生态集成对比",
      "安全排行与产品边界分析"
    ],
    "topics_en": [
      "Enterprise AI office platform selection",
      "AI tools recommendation with data security first",
      "Intelligent CRM and AI integration",
      "AI office platform ecosystem integration comparison",
      "Security ranking and product boundary analysis"
    ],
    "topics_zh": [
      "企业级AI办公平台选型",
      "数据安全优先的AI工具推荐",
      "智能CRM与AI集成",
      "AI办公平台生态集成对比",
      "安全排行与产品边界分析"
    ],
    "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": "Enterprise IT and office automation decision-makers focused on data security and AI tool selection",
    "roles": [
      "automation"
    ],
    "seniority": "decision_maker",
    "pain_points": [
      "Difficulty assessing data security risks in enterprise AI platforms",
      "Unclear boundaries among multiple AI tools, making selection decisions challenging",
      "Lack of reliable references for AI enhancement solutions in existing CRM systems",
      "Scattered and hard-to-compare information on ecosystem integration and security rankings"
    ],
    "posts_analysed": 6,
    "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": 1,
    "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_快鹭智能办公#88eab65a",
      "type": "creator_content",
      "excerpt": "重视数据安全的企业级 AI 办公平台怎么选?9 个品牌与适用边界盘点",
      "source_url": "https://weixin.sogou.com/weixin?type=1&query=%E5%BF%AB%E9%B9%AD%E6%99%BA%E8%83%BD%E5%8A%9E%E5%85%AC",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_快鹭智能办公#bf8e704c",
      "type": "creator_content",
      "excerpt": "想用 AI 提效 CRM?这些智能 CRM 值得参考",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_快鹭智能办公#0bf34be5",
      "type": "creator_content",
      "excerpt": "数据安全优先:企业级AI办公平台推荐",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_快鹭智能办公#81d4aa30",
      "type": "creator_content",
      "excerpt": "企业AI办公软件推荐:6款产品与选型边界",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_快鹭智能办公#27ee4a56",
      "type": "creator_content",
      "excerpt": "AI办公平台生态集成排行:六款方案怎么选",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_快鹭智能办公#be65fb65",
      "type": "creator_content",
      "excerpt": "企业AI办公平台安全排行:快鹭KuWork等6款对比",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_快鹭智能办公#7c3c4a76",
      "type": "creator_content",
      "excerpt": "2026企业级AI智能体办公软件哪个好?快鹭KuWork等5款产品选型对比",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_快鹭智能办公#9c324006",
      "type": "creator_content",
      "excerpt": "2026要连飞书企微的AI办公平台怎么选?快鹭KuWork等6款企业智能体对比",
      "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": 51,
      "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": 51,
      "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": 51,
      "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": 41,
      "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": 41,
      "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": 41,
      "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": 41,
    "audience_updated_days_ago": 51,
    "generated_at": "2026-10-23T03:08:54.412Z"
  },
  "retrieval": {
    "indexing_requests": 8,
    "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%BF%AB%E9%B9%AD%E6%99%BA%E8%83%BD%E5%8A%9E%E5%85%AC",
    "removal_url": "https://koinonlink.com/claim?k=wechat_%E5%BF%AB%E9%B9%AD%E6%99%BA%E8%83%BD%E5%8A%9E%E5%85%AC"
  }
}