# CS2李老师（持证上岗） (@4002659353494335) on douyin

- id: koinon:creator:douyin_4002659353494335
- url: https://koinonlink.com/kol/douyin/4002659353494335
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 4002659353494335
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAPNv43kmpBKItrrkuMB7OZp94QGHAs54Eup40w13yDqhJ_dbDuXtvBfcBYh1ZRZqN
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 595049
- posts_observed: 4
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.0423
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 25171
- 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: gaming
- subcategory: pc_console
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: CS2荒漠迷城道具教学, 欧美/日韩打法游龙, 游戏外设和设置分享, CS2实用技巧演示
- bio: 不做比较 让你开心就好（早上十点晨播 周六休息）
努力 拼搏 证明
枪男甜妹魔王S/护航搜打撤游戏🎮泡泡A9jiapw
@9+娱乐电竞CSGO/洲搜护撤 
（超人杯第二期教练）
ECOsteam：Q678Y
@88dog钥匙商城自开号\终端机\免肝武库号\无冷却炼金

## Audience (inferred)
- status: present
- description: CS2 players, especially competitive players looking to improve their skills in Mirage's Dragon and item usage
- roles: consumer
- seniority: learner
- pain_points: Struggling with throwing common smoke and flash grenades on Mirage, Confused about how to execute different playstyles from regions like Europe, Korea, Japan, and Chengdu, Want to quickly improve their competitive performance but lack structured guidance, Overwhelmed by choices in peripherals and in-game settings
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- 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_4002659353494335#7a62f50a] 教你如何在荒漠迷城里正反手游龙 .teaching 0.55 #csgo #cs2教学 #GO学长 #太讷了 #讷家军 (https://www.douyin.com/user/MS4wLjABAAAAPNv43kmpBKItrrkuMB7OZp94QGHAs54Eup40w13yDqhJ_dbDuXtvBfcBYh1ZRZqN)
- [douyin_4002659353494335#bd77549b] @CS2李老师（持证上岗）创作的原声
- [douyin_4002659353494335#33246fef] #csgo #cs2教学 #GO学长 #太讷了 #讷家军
- [douyin_4002659353494335#847fc440] 想在迷城里用欧美日韩打法游龙吗？.teaching 0.60 #cs2道具 #GO学长 #太讷了 #讷家军
- [douyin_4002659353494335#e6ac30b3] 荒漠迷城道具大全
- [douyin_4002659353494335#f6ace5b6] 这么有趣的合集，不能只有我一个人知道吧
- [douyin_4002659353494335#c86c0e10] 这么有趣的短剧，不能只有我一个人知道吧
- [douyin_4002659353494335#e7d48b0f] #cs2道具 #GO学长 #太讷了 #讷家军

## 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=71, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=71, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=71, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=71, 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=71, 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=71, 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: 71
- audience_updated_days_ago: 71

## 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_4002659353494335
- Request removal: https://koinonlink.com/claim?k=douyin_4002659353494335
- Terms: https://koinonlink.com/for-ai