# CS2闻凯 (@2289662821146324) on douyin

- id: koinon:creator:douyin_2289662821146324
- url: https://koinonlink.com/kol/douyin/2289662821146324
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 2289662821146324
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAJc7n2EFWUiAkmAk_EhSb2HzWWuwWecRwxsV3rVG17nl7Lxbdzad5LcEdNBezGovC
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 744256
- posts_observed: 4
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.0356
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 26496
- 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公式化游龙和地图打法, 残局思路与极限操作教学, 急停定位等基础技巧, 电竞显示器键盘耳机测评, CS2赛事和趣味内容
- bio: 每天上午11：30左右直播（周一休息）
商务合作🛰️：Fm7ku888
另一个我：@悟凯（三角洲行动） 
运营：@派大鸭

## Audience (inferred)
- status: present
- description: CS2 players, especially average players looking to climb ranks by learning map-specific formulaic strategies and clutch play techniques
- roles: consumer
- seniority: learner
- pain_points: Clutch situations leave me confused and prone to mistakes, Don't know the standard positioning and tactics for specific map sites, Poor gunfight手感 and want better gear, Want to rank up quickly but lack a structured practice routine
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 0.8
- open_to_collaboration: true
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- 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_2289662821146324#916d6888] 一个视频教会你思路残局该怎么打 #cs2 #cs2教学 #残局 (https://www.douyin.com/user/MS4wLjABAAAAJc7n2EFWUiAkmAk_EhSb2HzWWuwWecRwxsV3rVG17nl7Lxbdzad5LcEdNBezGovC)
- [douyin_2289662821146324#d7b3fe75] @CS2闻凯创作的原声
- [douyin_2289662821146324#eef1156b] #cs2 #cs2教学 #残局
- [douyin_2289662821146324#6b76117c] 一条视频教会你公式化游龙 #cs2 #cs2教学 #cs2公式化
- [douyin_2289662821146324#aaa915e1] #cs2 #cs2教学 #cs2公式化
- [douyin_2289662821146324#1fbd011c] 一个视频教你公式化游龙 #cs2 #cs2教学
- [douyin_2289662821146324#b45f9284] #cs2 #cs2教学
- [douyin_2289662821146324#2b4b7f4e] 一条视频教会你沙二公式化中路前压 #cs2教学 #cs2公式化 #cs2闻凯

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, 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=78, 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: 78
- audience_updated_days_ago: 78

## 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_2289662821146324
- Request removal: https://koinonlink.com/claim?k=douyin_2289662821146324
- Terms: https://koinonlink.com/for-ai