{
  "@context": "https://koinonlink.com/schema/creator/v1.4",
  "@type": "Creator",
  "schema_version": "1.4",
  "id": "koinon:creator:xiaohongshu_yuka_mannami",
  "url": "https://koinonlink.com/kol/xiaohongshu/yuka_mannami",
  "alternate": {
    "html": "https://koinonlink.com/kol/xiaohongshu/yuka_mannami",
    "json": "https://koinonlink.com/kol/xiaohongshu/yuka_mannami.json",
    "markdown": "https://koinonlink.com/kol/xiaohongshu/yuka_mannami.md"
  },
  "identity": {
    "display_name": "🌵多肉荷✨不只会写AI写真提示词",
    "handle": "yuka_mannami",
    "platform": "xiaohongshu",
    "platform_url": "https://www.xiaohongshu.com/user/profile/565a96a3a40e181f093a33a7",
    "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": 2200,
    "following": null,
    "posts_total": null,
    "posts_observed": 3,
    "account_age_days": null,
    "posts_per_day": null,
    "verified": false,
    "size_tier": "nano"
  },
  "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": "RED ID: yuka_mannami",
    "topics": [
      "AI-generated celebrity lookalike photos",
      "Cultural and ethnic fashion inspiration (e.g. Xinjiang, Miao",
      "AI prompt sharing for creative photography",
      "Seasonal and event-based photo concepts (e.g. graduation,开学,",
      "AI-generated character and drama costume breakdowns",
      "Personalized AI portrait generation with fixed facial featur"
    ],
    "topics_en": [
      "AI-generated celebrity lookalike photos",
      "Cultural and ethnic fashion inspiration (e.g. Xinjiang, Miao",
      "AI prompt sharing for creative photography",
      "Seasonal and event-based photo concepts (e.g. graduation, back to school",
      "AI-generated character and drama costume breakdowns",
      "Personalized AI portrait generation with fixed facial featur"
    ],
    "topics_zh": [
      "AI-generated celebrity lookalike photos",
      "Cultural and ethnic fashion inspiration (e.g. Xinjiang, Miao",
      "AI prompt sharing for creative photography",
      "Seasonal and event-based photo concepts (e.g. graduation,开学,",
      "AI-generated character and drama costume breakdowns",
      "Personalized AI portrait generation with fixed facial featur"
    ],
    "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": "AI写真爱好者，主要为女性用户，热衷于明星造型拆解、民族风/古风旅拍灵感及可复用的AI提示词（prompt），追求视觉美感与仪式感",
    "roles": [
      "content"
    ],
    "seniority": "practitioner",
    "pain_points": [
      "Struggling to generate visually consistent AI portraits with specific cultural or stylistic themes",
      "Need ready-to-use, tested AI prompts for creative projects without spending time on trial-and-error",
      "Frustrated by lack of detailed guidance on how to combine character, setting, and mood in AI image generation",
      "Unable to find reliable, non-copyrighted AI-generated reference images for personal or social media use"
    ],
    "posts_analysed": 40,
    "confidence": 0.75,
    "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": 0.1,
    "promotion_intent": 0.3,
    "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": 35,
    "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_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_yuka_mannami#52b5fb0a",
      "type": "creator_content",
      "excerpt": "🔥白玉兰奖女明星造型拆解图～杨紫杨幂晓彤 / #第31届白玉兰奖[话题]# #白玉兰绽放颁奖典礼[话题]# #杨幂[话题]# #杨紫[话题]# #关晓彤[话题]# #女明星红毯造型[话题]# #高定礼服盘点[话题]# #珠宝搭配解析[话题]# # / 🔥总要拍一次新中式簪花写真吧❗️|附口令 / ➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖",
      "source_url": "https://www.xiaohongshu.com/user/profile/565a96a3a40e181f093a33a7",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_yuka_mannami#cc7ce4c7",
      "type": "creator_content",
      "excerpt": "每日更新，喜欢可以关🐷，👋藏，点👍不迷路～",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_yuka_mannami#790c0318",
      "type": "creator_content",
      "excerpt": "🚫🈲商用，🈲🚫搬运口令，🈲用本人照片",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_yuka_mannami#2f57788a",
      "type": "creator_content",
      "excerpt": "仅限个人生图使用，抄袭一律拉黑处理哦～",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_yuka_mannami#2f27ede7",
      "type": "creator_content",
      "excerpt": "➖➖➖➖➖➖➖➖➖➖➖➖➖ / 5️⃣套开学季儿童创意AI写真口令分享～✅ / 为了方便大家保存，我整理成pdf文件在左下角的📎里，需要的朋友自行下载哦～",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_yuka_mannami#d4c3bb3d",
      "type": "creator_content",
      "excerpt": "#宝宝创意照[话题]# #幼儿园创意照[话题]#  #开学仪式感[话题]# #开学照[话题]#  #新学期新起点新出发 / 百花奖闭幕红毯6️⃣位女明星造型拆解图 / 图片为AI生成的穿搭拆解",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_yuka_mannami#b6d5e0c5",
      "type": "creator_content",
      "excerpt": "杨幂：Zuhair Murad 2025春夏高定系列",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "xiaohongshu_yuka_mannami#198e2d12",
      "type": "creator_content",
      "excerpt": "刘诗诗：身穿Armani Prive 2015春夏高级定制",
      "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": 0,
      "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": 0,
      "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": 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": 55,
      "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": 55,
      "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": 55,
      "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": 55,
    "content_analysed_days_ago": 0,
    "audience_updated_days_ago": 0,
    "generated_at": "2026-09-07T04:18:31.658Z"
  },
  "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_yuka_mannami",
    "removal_url": "https://koinonlink.com/claim?k=xiaohongshu_yuka_mannami"
  }
}