{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:xiaohongshu_49328316873",
  "url": "https://koinonlink.com/kol/xiaohongshu/49328316873",
  "alternate": {
    "html": "https://koinonlink.com/kol/xiaohongshu/49328316873",
    "json": "https://koinonlink.com/kol/xiaohongshu/49328316873.json",
    "markdown": "https://koinonlink.com/kol/xiaohongshu/49328316873.md"
  },
  "identity": {
    "display_name": "鹏维AI+IP获客",
    "handle": "49328316873",
    "platform": "xiaohongshu",
    "platform_url": "https://www.xiaohongshu.com/user/profile/67b9d6f9000000000e02efa2",
    "website": "xhsdiscover://message/userPublicGroupList?user_id=67b9d6f9000000000e02efa2&username=TA",
    "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": 10900,
    "following": null,
    "posts_total": null,
    "posts_observed": 2,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": true,
    "size_tier": "koc"
  },
  "engagement": {
    "status": "not_collected",
    "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": "Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.",
    "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": "2家MCN创始人，全网百万粉丝，陪跑学员3000+\n聚焦咨询师/疗愈师/教培老师/传统老板/创始人IP孵化，提供AI+IP驱动的线上精准获客解决方案，助力IP从底层思维重构流量打法，高效解决获客难题。",
    "topics": [
      "AI提示词与指令工程",
      "个人IP打造与自媒体创业",
      "AI辅助短视频/文案/封面制作",
      "教培/传统老板线上获客",
      "AI+IP驱动的商业思维"
    ],
    "topics_en": [
      "AI prompts and prompt engineering",
      "Personal brand building and self-media entrepreneurship",
      "AI-assisted short video/copywriting/cover creation",
      "Online customer acquisition for training/traditional business owners",
      "AI + IP driven business thinking"
    ],
    "topics_zh": [
      "AI提示词与指令工程",
      "个人IP打造与自媒体创业",
      "AI辅助短视频/文案/封面制作",
      "教培/传统老板线上获客",
      "AI+IP驱动的商业思维"
    ],
    "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": "Mid-sized business owners, teaching professionals, and traditional founders in education, consulting, and wellness industries who are executioners and decision-makers aiming to use AI + IP for social media lead generation",
    "roles": [
      "sales"
    ],
    "seniority": "decision_maker",
    "pain_points": [
      "Struggle to write effective AI prompts, resulting in slow and low-quality content creation",
      "Can't create viral短视频/文章 covers, storyboards, or copy, making traffic acquisition difficult",
      "Traditional lead-generation methods no longer work; want to leverage AI + IP for precise online outreach but lack a clear strategy",
      "Worried about misusing AI or appearing unprofessional, which could harm their personal brand and conversion rates"
    ],
    "posts_analysed": 35,
    "confidence": 0.75
  },
  "commercial": {
    "audience_buyer_fit": 0.8,
    "promotion_intent": 0.9,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 58,
    "authenticity_basis": "platform_default",
    "authenticity_method": "Fixed value 58, pending engagement collection. Not a measurement.",
    "authenticity_comparable_across_platforms": false,
    "credibility_score": 54,
    "credibility_note": null,
    "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": "xiaohongshu_49328316873#f6d41c1a",
      "type": "creator_content",
      "excerpt": "分享7条文章扩写润色封神指令",
      "source_url": "https://www.xiaohongshu.com/user/profile/67b9d6f9000000000e02efa2",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_49328316873#1e824dd9",
      "type": "creator_content",
      "excerpt": "#AI提示词[话题]# #AI指令[话题]# #人工智能[话题]# #文章写作[话题]# #润色指令[话题]# #AI智能体[话题]# #AI工具[话题]# #自媒‮创体‬业[话题]#",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_49328316873#1dcfa81e",
      "type": "creator_content",
      "excerpt": "你是不是觉得deepseek不如豆包好用？",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_49328316873#a41da551",
      "type": "creator_content",
      "excerpt": "#AI提示词[话题]# #AI指令[话题]# #人工智能[话题]# #AI智能体[话题]# #自媒‮创体‬业[话题]# #IP打造[话题]# #deepseek[话题]# #豆包[话题]#",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_49328316873#1444dbf4",
      "type": "creator_content",
      "excerpt": "假如让你从2024年9月开始用AI搭建一人公司",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_49328316873#c14a3ba5",
      "type": "creator_content",
      "excerpt": "#一人公司[话题]# #AI搞事业howto[话题]# #AI智能体[话题]# #howto用好AI[话题]# #AI工具[话题]# #效率神器[话题]# #超级个体[话题]# #商业思维[话题]#",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_49328316873#93491eac",
      "type": "creator_content",
      "excerpt": "怎么正确使用评论区的AI，只需要一条指令",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_49328316873#6252fba2",
      "type": "creator_content",
      "excerpt": "#AI指令[话题]# #AI提示词[话题]# #AI智能体[话题]# #AI工具[话题]# #效率神器[话题]# #AI创作[话题]# #AI聊天[话题]# #自媒体工具[话题]# #howto用好A",
      "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": 0.75,
      "freshness_days": 34,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.roles",
      "source_type": "ai_inferred",
      "confidence": 0.75,
      "freshness_days": 34,
      "method": "llm_persona_from_recent_content",
      "note_ref": "llm_persona_from_recent_content"
    },
    {
      "field": "audience.seniority",
      "source_type": "ai_inferred",
      "confidence": 0.75,
      "freshness_days": 34,
      "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": 41,
      "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 58, pending engagement collection. 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": 41,
      "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": 41,
      "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": 41,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 34,
    "generated_at": "2026-09-03T16:22:56.511Z"
  },
  "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/software"
  },
  "license": {
    "terms": "https://koinonlink.com/for-ai",
    "attribution": "Koinon Link",
    "claim_url": "https://koinonlink.com/claim?k=xiaohongshu_49328316873",
    "removal_url": "https://koinonlink.com/claim?k=xiaohongshu_49328316873"
  }
}