# 假老师搞真书法 (@chatgpt123666) on douyin

- id: koinon:creator:douyin_chatgpt123666
- url: https://koinonlink.com/kol/douyin/chatgpt123666
- schema_version: 1.4

## Identity
- platform: douyin
- handle: chatgpt123666
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAjtMoPOS3abDACaXSW2lzneNUurj-_Agc0exMgLF1jq5fV8lO7GFzHhgbieogaI5e
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 123061
- following: 437
- posts_total: 10
- posts_observed: 4
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00068
- best_post_interactions: 84
- 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
- category_confidence: 0.75
- category_source: derived_from_discovery_path
- topics: 写字是一种生活, 书法练习与国风, 发财升职励志语, 笔墨情绪表达, 原创毛笔作品

## Audience (inferred)
- status: present
- description: Ordinary TikTok users interested in calligraphy and motivational quotes, who regularly browse positive content
- roles: consumer
- seniority: consumer
- pain_points: Want daily fortune and wealth inspiration, Seek a blend of traditional culture and life wisdom, Look to simple content for emotional uplift and relaxation
- posts_analysed: 10
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- 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_chatgpt123666#703a70ef] 对啊，谁能管得了你呢，你作你继续作！#写字是一种生活 #书法 #毛笔字 #练字 #笔墨当随时代 (https://www.douyin.com/user/MS4wLjABAAAAjtMoPOS3abDACaXSW2lzneNUurj-_Agc0exMgLF1jq5fV8lO7GFzHhgbieogaI5e)
- [douyin_chatgpt123666#5ddae493] 路在人走，事在人为！#写字是一种生活 #书法 #毛笔字#愿笔锋所至即心中所向 #练字
- [douyin_chatgpt123666#f18e251f] 刷到的朋友接好运，必暴富！，#写字是一种生活 #毛笔字 #练字 #字也可以有情绪 #书法热门视频
- [douyin_chatgpt123666#ace8de47] 别管别人信不信，反正我信：我必发财……#书法 #写字是一种生活 #发财  #毛笔字 #笔墨当随时代
- [douyin_chatgpt123666#722641ff] 大大方方离开真的不难，加油！#写字是一种生活 #毛笔字 #笔墨当随时代 #原创作品 #国风
- [douyin_chatgpt123666#5cd23781] 梦里妻妾成群，梦醒独自一人！#写字是一种生活 #书法 #毛笔字 #练字 #笔墨当随时代
- [douyin_chatgpt123666#e6664c19] 人间清醒，搞钱要紧！#书法 #写字是一种生活 #毛笔字 #字也可以有情绪 #搞钱才是王道赚钱才是唯一的出路
- [douyin_chatgpt123666#b0e24f2e] 关注我的朋友们，命中注定升职加薪……#书法 #毛笔字 #写字是一种生活 #字也可以有情绪 #笔墨当随时代

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=53, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=53, 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=53, 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=53, 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: 53
- audience_updated_days_ago: 53

## AI retrieval
- indexing_requests: 5
- 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_chatgpt123666
- Request removal: https://koinonlink.com/claim?k=douyin_chatgpt123666
- Terms: https://koinonlink.com/for-ai