# 叶子AI商业思维 (@v28865858) on douyin

- id: koinon:creator:douyin_v28865858
- url: https://koinonlink.com/kol/douyin/v28865858
- schema_version: 1.4

## Identity
- platform: douyin
- handle: v28865858
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAvfgdE8da63SRDgFOL2Nw9yJE9JADSWHY-aU6XSqsAmU
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 35724
- following: 343
- posts_total: 31
- posts_observed: 3
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.02265
- best_post_interactions: 809
- 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
- category: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI视频生成工具实测（Kling、Midjourney、Sora）, AI自媒体短剧与MV制作, AI电商产品宣传片, 商业广告AI生成案例, 图像到视频转换技巧
- bio: ⏭️汇聚AI+落地领域最新资讯
⏭️专注分享AI工具神器推荐
（擅长AI自媒体、AI电商）
⏭️商务沟&通：yezi28865858

## Audience (inferred)
- status: present
- description: AI content creators, short video/short drama producers, and e-commerce sellers—frontline practitioners looking to rapidly generate video content with AI
- roles: content
- seniority: practitioner
- pain_points: AI-generated videos have inconsistent motion and poor facial consistency, Lack of practical tool combinations and step-by-step workflows, Unclear how to leverage AI for e-commerce product showcases and monetizing short dramas, Difficulty accessing and testing the latest AI models due to high experimentation costs
- posts_analysed: 29
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 61
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [douyin_v28865858#94c54a37] 想要一键快速制作精美的思维导图吗？ 试试 ChatGPT 和 XMind 的组合吧,熬夜录的视频，希望对大家有用。具体流程如下：在ChatGPT中输入内容主题，一定要切记输出要求Markdown格式，把生成好的内容copy到文件编辑器保存好。修改文件名后缀为“.md”，然后打开XMind，选择左上角三条杠“文件”-“导入”-“Markdown”，惊喜就在这一瞬间，别眨眼，XMind成功自动生成精美思维导图。#人工智能 #chatgpt应用领域 #aigc一步之遥 #科技改变生活#思维导图 (https://www.douyin.com/user/MS4wLjABAAAAvfgdE8da63SRDgFOL2Nw9yJE9JADSWHY-aU6XSqsAmU)
- [douyin_v28865858#539b7e1e] @叶子AI商业思维创作的原声
- [douyin_v28865858#3ed7e964] 认识是谁吧？不用我多说了。😜 #电影mv女主角即视感 #AI情绪 #AI制作
- [douyin_v28865858#49cb9010] 作者声明：内容由 AI 生成
- [douyin_v28865858#90e10d27] #电影mv女主角即视感 #AI情绪 #AI制作
- [douyin_v28865858#c9a532a9] 逃离城市计划和合拍的灵魂，赴一场海滨之约 #AI解锁传祺向往E8幸福时刻  #全新一代传祺向往E8PHEV  #中国MPV世家
- [douyin_v28865858#c5706385] #AI解锁传祺向往E8幸福时刻  #全新一代传祺向往E8PHEV  #中国MPV世家
- [douyin_v28865858#9cecda19] 手机库存老照片造起来，以后自己给自己拍电影，没错，都是AI～

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=85, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=85, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=85, method=Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily). — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=108, 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. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 85
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 10
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=douyin_v28865858
- Request removal: https://koinonlink.com/claim?k=douyin_v28865858
- Terms: https://koinonlink.com/for-ai