# 咖哥X MASTER π 「AI+ (@66685999SEAT) on douyin

- id: koinon:creator:douyin_66685999seat
- url: https://koinonlink.com/kol/douyin/66685999SEAT
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 66685999SEAT
- platform_url: https://www.douyin.com/user/MS4wLjABAAAATGEgAVfndrfBGoRkqJITnrF203qTO3uTeUaxUvocSBo
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 909265
- following: 299
- posts_total: 335
- posts_observed: 5
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00355
- best_post_interactions: 3230
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI教育项目与家教机招商, 普通人AI轻资产创业/OPC模式, AI自习室与家庭教师替代传统教培, 美业+AI跨界转型, 2025-2026 AI赚钱风口与政策扶持
- bio: 【咖π集团】控股 旗下品牌-咖π短视频直播流量运营
X-Pei AI STUDYπAI人工智能教育 操盘手   
咖π集团控股CEO 
天使投资人 双域流量变现孵化商业操盘手
美业大健康产业商业模式顶层设计操盘运营
全能艺人 原创音乐人 全网发行2张专辑
全网粉丝500W+话题流量1亿➕
孵化学员10W+名 ｜私董会学员1000+位
孵化运营陪跑操盘企业500+

## Audience (inferred)
- status: present
- description: everyday entrepreneurs, parenting parents, and beauty industry professionals interested in AI education programs, low-capital ventures, and AI tutoring device franchising
- roles: general_ai
- seniority: practitioner
- pain_points: struggling to find low-barrier AI business opportunities and lightweight startup paths, high education costs for kids with little measurable results, making traditional tutoring unaffordable and ineffective, facing increasing regulatory pressure and difficulty transitioning in traditional industries like beauty, wanting to leverage the AI trend but lacking practical tools and reliable partnership resources
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.5
- 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_66685999seat#b194b75c] 2026年做什么行业赚钱有前景 #创业 #赚钱 #商业模式 #风口 #AI教育 (https://www.douyin.com/user/MS4wLjABAAAATGEgAVfndrfBGoRkqJITnrF203qTO3uTeUaxUvocSBo)
- [douyin_66685999seat#d8c71700] @咖哥X MASTER π 「AI+创作的原声
- [douyin_66685999seat#f0c0bd52] 赚钱的风口
- [douyin_66685999seat#fc4c4ddd] 赚人性钱的方法
- [douyin_66685999seat#17853d4a] AI教育的市场需求
- [douyin_66685999seat#449a39d7] 学πAI家庭教师
- [douyin_66685999seat#9a609221] 项目收益分析
- [douyin_66685999seat#248fff95] #创业 #赚钱 #商业模式 #风口 #AI教育

## 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=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, 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: 8
- 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_66685999seat
- Request removal: https://koinonlink.com/claim?k=douyin_66685999seat
- Terms: https://koinonlink.com/for-ai