{
  "@context": "https://koinonlink.com/schema/creator/v1.3",
  "@type": "Creator",
  "schema_version": "1.3",
  "id": "koinon:creator:wechat_星期五科技软件服务",
  "url": "https://koinonlink.com/kol/wechat/%E6%98%9F%E6%9C%9F%E4%BA%94%E7%A7%91%E6%8A%80%E8%BD%AF%E4%BB%B6%E6%9C%8D%E5%8A%A1",
  "alternate": {
    "html": "https://koinonlink.com/kol/wechat/%E6%98%9F%E6%9C%9F%E4%BA%94%E7%A7%91%E6%8A%80%E8%BD%AF%E4%BB%B6%E6%9C%8D%E5%8A%A1",
    "json": "https://koinonlink.com/kol/wechat/%E6%98%9F%E6%9C%9F%E4%BA%94%E7%A7%91%E6%8A%80%E8%BD%AF%E4%BB%B6%E6%9C%8D%E5%8A%A1.json",
    "markdown": "https://koinonlink.com/kol/wechat/%E6%98%9F%E6%9C%9F%E4%BA%94%E7%A7%91%E6%8A%80%E8%BD%AF%E4%BB%B6%E6%9C%8D%E5%8A%A1.md"
  },
  "identity": {
    "display_name": "星期五科技软件服务",
    "handle": "星期五科技软件服务",
    "platform": "wechat",
    "platform_url": "https://weixin.sogou.com/weixin?type=1&query=%E6%98%9F%E6%9C%9F%E4%BA%94%E7%A7%91%E6%8A%80%E8%BD%AF%E4%BB%B6%E6%9C%8D%E5%8A%A1",
    "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": 4,
    "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 full e-commerce material production from on",
      "Multi-language image translation for product visuals",
      "Infinite canvas tools for unified main image, detail, poster",
      "AI template generators for e-com main images and detail page"
    ],
    "topics_en": [
      "AI workflows for full e-commerce material production from on",
      "Multi-language image translation for product visuals",
      "Infinite canvas tools for unified main image, detail, poster",
      "AI template generators for e-com main images and detail page"
    ],
    "topics_zh": [
      "AI驱动的全套电商素材生产流程",
      "多语言图片翻译，用于产品视觉",
      "无限画布工具，统一主图、详情、海报",
      "AI模板生成器，用于电商主图和详情页"
    ],
    "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": "E-commerce operators and visual content creators who need fast AI tools to generate product images, detail pages, videos and translations",
    "roles": [
      "ecom_ops"
    ],
    "seniority": "practitioner",
    "pain_points": [
      "Spending too much time manually creating main images, detail pages and short videos separately",
      "Constantly switching between multiple design software tools",
      "Manually translating product visuals into multiple languages",
      "Struggling to produce consistent templates for e-commerce listings"
    ],
    "posts_analysed": 5,
    "confidence": 0.4
  },
  "commercial": {
    "audience_buyer_fit": 0.9,
    "promotion_intent": 0.9,
    "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_星期五科技软件服务#98352a88",
      "type": "creator_content",
      "excerpt": "要快出电商全套素材,用这个AI工作流:一张",
      "source_url": "https://weixin.sogou.com/weixin?type=1&query=%E6%98%9F%E6%9C%9F%E4%BA%94%E7%A7%91%E6%8A%80%E8%BD%AF%E4%BB%B6%E6%9C%8D%E5%8A%A1",
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_星期五科技软件服务#50647864",
      "type": "creator_content",
      "excerpt": "要快出电商全套素材,用这个AI工作流:一张图产出主图+详情+短视频",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_星期五科技软件服务#a5537fa1",
      "type": "creator_content",
      "excerpt": "电商图片翻译AI工作流:多语言一键翻译,主图/详情/海报全自动处理",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_星期五科技软件服务#caf57db7",
      "type": "creator_content",
      "excerpt": "无限画布AI工作流:一张画布搞定主图详情海报视频,告别来回切软件",
      "source_url": null,
      "source_url_note": "Koinon retains one profile-level source URL, not a per-post URL for each excerpt."
    },
    {
      "evidence_id": "wechat_星期五科技软件服务#fcdd85b9",
      "type": "creator_content",
      "excerpt": "AI测评:电商主图详情页免费模板一键生成软件",
      "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": "2026-09-03T18:25:17.041Z"
  },
  "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_%E6%98%9F%E6%9C%9F%E4%BA%94%E7%A7%91%E6%8A%80%E8%BD%AF%E4%BB%B6%E6%9C%8D%E5%8A%A1",
    "removal_url": "https://koinonlink.com/claim?k=wechat_%E6%98%9F%E6%9C%9F%E4%BA%94%E7%A7%91%E6%8A%80%E8%BD%AF%E4%BB%B6%E6%9C%8D%E5%8A%A1"
  }
}