# 子禾·AI电商实战教练 (@107918378172) on douyin

- id: koinon:creator:douyin_107918378172
- url: https://koinonlink.com/kol/douyin/107918378172
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 107918378172
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAZSEhDQ6gj09xi74vZzZ7q23vyQLrFDWasL6vWRbVWqs
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 225829
- posts_observed: 1
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.0081
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 1829
- 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: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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批量生成短视频, 同城引流与实体店营销, AI工具实操与指令技巧, 超级个体与2026搞钱方向, 服饰、美业、餐饮等行业AI应用案例
- bio: 20年电商实战｜AI变现操盘手
北大博雅AI基地主任｜人社部AIGC认证特邀导师
《OPC多智能体团队搭建与应用指南》编委
操盘月GMV破亿｜孵化万余名创业者
线下授课50+院校｜赋能200+政企
AI电商落地、IP陪跑、企业内训
私信领AI 电商变现全套方案
🌏🔗:zihe1868

## Audience (inferred)
- status: present
- description: small and medium local business owners, operators in fashion and beauty industries, and ordinary people wanting to start a side hustle or personal media with AI
- roles: ecom_ops
- seniority: practitioner
- pain_points: Creating promotional videos for physical stores is time-consuming and expensive, Not knowing how to use AI tools leads to low content output efficiency and difficulty gaining traction, Lacking cost-effective methods to mass-produce local attraction content, Want to start a short video side hustle or low-capital entrepreneurship but don’t know where to begin as a beginner
- posts_analysed: 83
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- flagged_for_review: false
- koinon_bd_grade: A — 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_107918378172#920ee2e2] 普通人翻身的第六次国运来了！ 这不是危言耸听，而是2026年摆在每个人面前的现实。
错过了胆量红利、产能红利、信息红利...
这一次，是属于“超级个体”的时代。 (https://www.douyin.com/user/MS4wLjABAAAAZSEhDQ6gj09xi74vZzZ7q23vyQLrFDWasL6vWRbVWqs)
- [douyin_107918378172#1ec790af] #2026 #国运 #搞钱 #认知 #人工智能 / @子禾·AI电商实战教练创作的原声 / 改革开放以来的五次翻身窗... / 2026年的第六次翻身窗... / 这不是危言耸听，而是2026年摆在每个人面前的现实。
错过了胆量红利、产能红利、信息红利...
这一次，是属于“超级个体”的时代。
- [douyin_107918378172#5c842fbd] #2026 #国运 #搞钱 #认知 #人工智能 / 靠谁也不去靠自己#认知 #干货分享 #提升自己 #人生不容易只有靠自己才能得到你想要的东西 #人生是一场修行 / Void（Original ） / 要对钱有个概念，一次打车三十块，等于坐公交一个月的钱，一杯星巴克四十块等于一箱牛奶的价格，一双aj一千五等于一对情侣半个月的伙食费呢。一顿火锅两百块等于五斤猪肉、一斤鸡翅和三十个鸡蛋，抵得上十斤大米和一桶油#认知 #赚钱 #创业 #经验分享 #商业思维 / 豆包开始收费了，一条指令 让 Ai 开始真正替你干活#Ai#豆包#认知 #经验分享 / 作者声明：内
- [douyin_107918378172#55288723] 不用场地布景、不用一遍遍走位，AI 批量生成高颜值变装短视频，节奏拉满自带流量好出圈。#AI 视频 #变装换装 #穿搭变装 #短视频起号 #高颜值短视频 #AI 批量出片 / 不用真人反复试拍换装镜头！
- [douyin_107918378172#2deba30b] 不用场地布景、不用一遍遍走位，AI 批量生成高颜值变装短视频，节奏拉满自带流量好出圈。#AI 视频 #变装换装 #穿搭变装 #短视频起号 #高颜值短视频 #AI 批量出片

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=91, 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=75, 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=91, 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=91, method=platform_profile

## Freshness
- profile_checked_days_ago: 91
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

## AI retrieval
- indexing_requests: 11
- 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_107918378172
- Request removal: https://koinonlink.com/claim?k=douyin_107918378172
- Terms: https://koinonlink.com/for-ai