# Ai造富思维 (@Meng210801) on douyin

- id: koinon:creator:douyin_meng210801
- url: https://koinonlink.com/kol/douyin/Meng210801
- schema_version: 1.4

## Identity
- platform: douyin
- handle: Meng210801
- platform_url: https://www.douyin.com/user/MS4wLjABAAAASVau9GELzNJQjmFpvrPx0vsXZpGpD1KTZdM74YcmIVcbEeUYlrkUwtWiZCSw-pN1
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 227132
- following: 1
- posts_total: 96
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00779
- best_post_interactions: 1770
- 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: finance
- subcategory: personal_fin
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 赚钱的诀窍, 认知与思维转变, 寒门逆袭故事, 富人不会告诉的秘密, 老板思维与商业逻辑
- bio: 认知改变思维 智慧改变人生
分享更多好书

## Audience (inferred)
- status: present
- description: ordinary people looking to reinvent themselves by shifting their mindset and thinking, especially those from middle-to-low income or underprivileged backgrounds
- roles: consumer
- seniority: learner
- pain_points: feeling stuck in rules yet always struggling financially, unable to find a clear path out of their current situation or toward wealth, lacking the mindset and business understanding of the wealthy, trapped in comfort zones and caught in negative cycles
- posts_analysed: 54
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: engagement_observed
- credibility_score: 76
- flagged_for_review: false
- koinon_bd_grade: C — 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_meng210801#3eed9aed] 你穷是因为你太守规矩了，学会这种思维，你也能翻身逆袭！#赚钱的诀窍 #商业思维 #认知 #提升自己 (https://www.douyin.com/user/MS4wLjABAAAASVau9GELzNJQjmFpvrPx0vsXZpGpD1KTZdM74YcmIVcbEeUYlrkUwtWiZCSw-pN1)
- [douyin_meng210801#9e83ca25] @皓月智慧创作的原声
- [douyin_meng210801#1701f029] 犹太人的经商思维
- [douyin_meng210801#501eca39] 赚钱的底层逻辑
- [douyin_meng210801#b2a6f330] 负债人的赚钱方法
- [douyin_meng210801#7d8a4e02] 从寒窑到宰相，看吕蒙正如何逆袭人生！ #文脉里的中国  #吕蒙正  #寒窑赋破窑赋  #认知破局  #寒门逆袭
- [douyin_meng210801#c3d2fa7a] 疑似使用了 AI 生成技术，请谨慎甄别
- [douyin_meng210801#773bb4b4] #文脉里的中国  #吕蒙正  #寒窑赋破窑赋  #认知破局  #寒门逆袭

## 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=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, 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=107, 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=107, 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=107, method=platform_profile

## Freshness
- profile_checked_days_ago: 107
- 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_meng210801
- Request removal: https://koinonlink.com/claim?k=douyin_meng210801
- Terms: https://koinonlink.com/for-ai