# 牛四爷青岛善商汇精英汇 (@3109015840622206) on douyin

- id: koinon:creator:douyin_3109015840622206
- url: https://koinonlink.com/kol/douyin/3109015840622206
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 3109015840622206
- platform_url: https://www.douyin.com/user/MS4wLjABAAAA4WhxavjFOu80WI_75Cl_PD4TAeZgTwQ1Zpyn_ezu769-FCr_Kux1yxl7s9R8Rpqa
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1483345
- posts_observed: 3
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.0143
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 21212
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 创业避坑与行业禁忌, 实体店引流拓客, 商业模式设计, 未来确定性创业赛道, 老板思维与认知升级
- bio: 擅长解决创业难题、实体门店转型、商业模式设计和流量变现问题
每天早上6点直播

## Audience (inferred)
- status: present
- description: Chinese brick-and-mortar shop owners and small entrepreneurs, focused on business model transformation, customer acquisition, and avoiding industry pitfalls
- roles: sales
- seniority: decision_maker
- pain_points: Choosing the wrong industry leading to financial ruin or debt, Insufficient foot traffic and difficulty attracting customers, Lack of effective business models and customer acquisition strategies, Difficulty recovering after创业失败 (business failure)
- posts_analysed: 38
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- 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_3109015840622206#0bdff9e2] #vlog创业 70后的我，一年kui掉1000w，被追zhai，有同感的吗 (https://www.douyin.com/user/MS4wLjABAAAA4WhxavjFOu80WI_75Cl_PD4TAeZgTwQ1Zpyn_ezu769-FCr_Kux1yxl7s9R8Rpqa)
- [douyin_3109015840622206#d6d0939f] @牛四爷青岛善商汇精英汇创作的原声
- [douyin_3109015840622206#04797fe7] #正能量#接上一个视频 谢谢粉丝的关心，我已走出低谷，迎接美好生活 加油 陌生人
- [douyin_3109015840622206#f2c5df60] 李晓华先生作为国内第1个亿万富豪#第1个拥有法利的企业家，如此成功但又如此低调谦卑，是我们当今年轻人学的榜样！
- [douyin_3109015840622206#31fb5057] 逆天改命的机会来了，护眼行业出了一个王炸的产品，不用卖，送一送就有机会赚到米#创业 #商业思维
- [douyin_3109015840622206#96821e0d] 野马进行曲
- [douyin_3109015840622206#b3521a58] 作者声明：个人观点，仅供参考
- [douyin_3109015840622206#ae77dbdb] 财富天气泄露，符合这三个条件的生意是你的好机会#创业 #商业 #商业思维 #创业思维

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, 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=59, 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: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 9
- 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_3109015840622206
- Request removal: https://koinonlink.com/claim?k=douyin_3109015840622206
- Terms: https://koinonlink.com/for-ai