{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:xiaohongshu_192473803",
  "url": "https://koinonlink.com/kol/xiaohongshu/192473803",
  "alternate": {
    "html": "https://koinonlink.com/kol/xiaohongshu/192473803",
    "json": "https://koinonlink.com/kol/xiaohongshu/192473803.json",
    "markdown": "https://koinonlink.com/kol/xiaohongshu/192473803.md"
  },
  "identity": {
    "display_name": "AI 绘画魔法师",
    "handle": "192473803",
    "platform": "xiaohongshu",
    "platform_url": "https://www.xiaohongshu.com/user/profile/5ed746e0000000000101dca3",
    "website": null,
    "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": 15500,
    "following": null,
    "posts_total": null,
    "posts_observed": 5,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "koc"
  },
  "engagement": {
    "status": "peak_post_only",
    "engagement_rate": null,
    "engagement_rate_basis": null,
    "posts_in_average": null,
    "avg_views_per_post": null,
    "peak_post_engagement_rate": 0.19077,
    "avg_interactions_per_post": null,
    "best_post_interactions": 2957,
    "measurement_source": "cn_posts_max",
    "measurement_formula": "likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts",
    "comparable_pool": "peak_interactions",
    "status_note": "We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.",
    "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": "🎨AI深度爱好者｜一起玩转AI\n🌟专注普通人能用的AI干货｜教程&提示词\n🤝图有偿｜合👉@浅浅 未经授权🈲商用搬运\n🙏屏苔限制部分✉️无法回复",
    "topics": [
      "AI提示词+工作流",
      "平面图转样机/3D效果",
      "PPT美化与信息可视化",
      "品牌Logo与主视觉设计",
      "短视频/漫剧自动生成",
      "创意字体与多角度渲染"
    ],
    "topics_en": [
      "AI prompts + workflows",
      "Flat designs to mockups/3D effects",
      "PPT beautification and data visualization",
      "Brand logos and key visual design",
      "Short video/comic series auto-generation",
      "Creative fonts and multi-angle rendering"
    ],
    "topics_zh": [
      "AI提示词+工作流",
      "平面图转样机/3D效果",
      "PPT美化与信息可视化",
      "品牌Logo与主视觉设计",
      "短视频/漫剧自动生成",
      "创意字体与多角度渲染"
    ],
    "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": "Professionals and content creators in the workplace, small brand operators, especially those without design skills or experience with PS, who need to quickly produce PPTs, posters, mockups, and short videos",
    "roles": [
      "design"
    ],
    "seniority": "practitioner",
    "pain_points": [
      "Unfamiliar with PS or 3D modeling, struggling to find ready-made mockups and reference assets",
      "Spending too much time on PPT layout, color schemes, and font adjustments with unsatisfactory results",
      "Repeated AI image generation leading to inconsistent styles and overly 'AI-generated' looks",
      "Lack of tools and workflows to create multi-angle, 3D, or animated posters"
    ],
    "posts_analysed": 44,
    "confidence": 0.75
  },
  "commercial": {
    "audience_buyer_fit": 0.4,
    "promotion_intent": 0.5,
    "open_to_collaboration": false,
    "contact": null,
    "contact_note": "Koinon does not publish creator contact details."
  },
  "quality": {
    "authenticity_score": 70,
    "authenticity_basis": "engagement_observed",
    "authenticity_method": "Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily).",
    "authenticity_comparable_across_platforms": false,
    "credibility_score": 54,
    "credibility_note": null,
    "flagged_for_review": false,
    "flag_reasons": [],
    "anomaly_flags": [],
    "koinon_bd_grade": {
      "value": "C",
      "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_and_engagement",
      "formula": "authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine.",
      "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_192473803#84a8e4bf",
      "type": "creator_content",
      "excerpt": "🌈不用建模!AI做包装3D渲染太香了 / #搞的就是艺术[话题]#",
      "source_url": "https://www.xiaohongshu.com/user/profile/5ed746e0000000000101dca3",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_192473803#d2e52203",
      "type": "creator_content",
      "excerpt": "✨不用建模，不用找样机，新手也能轻松做出吸睛包装效果图！只需要简单两步",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_192473803#e5aa5a8f",
      "type": "creator_content",
      "excerpt": "📝上传你的平面图，再粘贴对应的提示词，A I 就能自动帮你渲染效果图,这里借助了J1  ✨    M / 🌈AI直出小红书插画风格海报✅含提示词 / 💡AI 助力轻松拿捏小红书插画风！不用会手绘也能快速 get 同款～附上超实用提示词，小白也能轻松上手出片✨附上提示词",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_192473803#0c3ff5bf",
      "type": "creator_content",
      "excerpt": "📝步骤拆解：",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_192473803#6152de0f",
      "type": "creator_content",
      "excerpt": "步骤①🌟选择基础模型F.1",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_192473803#43e9a45b",
      "type": "creator_content",
      "excerpt": "步骤②🌟输入正向关键词✅完整咒 / 🌈AI穿越经典名画!线控运镜提示词 / ✨只要画一条线，AI就能带你纵身穿梭进经典名画，沉浸式漫游画中世界✨",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_192473803#d90aa624",
      "type": "creator_content",
      "excerpt": "📝制作步骤：",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_192473803#4467aaa4",
      "type": "creator_content",
      "excerpt": "✨自由绘制镜头运镜路线，规划好穿梭轨迹",
      "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": 6,
      "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": 0.5,
      "freshness_days": 0,
      "method": "Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily).",
      "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": 6,
      "method": "llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine.",
      "note": "Koinon partner-outreach fit, not creator quality."
    },
    {
      "field": "reach.followers",
      "source_type": "observed",
      "confidence": 0.95,
      "freshness_days": 6,
      "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": 6,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 34,
    "generated_at": "2026-09-03T18:23:25.930Z"
  },
  "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_192473803",
    "removal_url": "https://koinonlink.com/claim?k=xiaohongshu_192473803"
  }
}