# 白聊数码 (@24509774405) on douyin

- id: koinon:creator:douyin_24509774405
- url: https://koinonlink.com/kol/douyin/24509774405
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 24509774405
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAcyJeVClmLXiwH52L28IFAjgP0Qz7DiIZxcpOOS7-o2bNKvAdbA7WjrKuQk6oEwox
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 269981
- following: 164
- posts_total: 937
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.30803
- best_post_interactions: 83163
- 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: app
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: 游戏本/轻薄本推荐与对比, iPhone与华为手机选购, 机械键盘与磁轴键盘测评, 二手数码平台购买攻略, 电竞显示器与外设推荐
- bio: 原来叫小白不小白的一个数码博主！
合作私信我！！！
[品牌合作V：BXBhnb]

## Audience (inferred)
- status: present
- description: students, gamers, and budget-conscious young digital consumers
- roles: consumer, dev
- seniority: consumer
- pain_points: unsure which gaming laptop will suit their long-term needs, can't decide between new and used phones/computers for the best value, can't pick the best option among keyboards, monitors, and controllers at the same price point, worry about choosing the wrong specs, leading to mismatched performance or portability
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: true
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 76
- flagged_for_review: false
- koinon_bd_grade: B — 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_24509774405#916c366c] 2025年第一期键盘推荐清单，总共25款总有适合你的！#机械键盘 #键盘推荐 #键盘 #磁轴键盘 (https://www.douyin.com/user/MS4wLjABAAAAcyJeVClmLXiwH52L28IFAjgP0Qz7DiIZxcpOOS7-o2bNKvAdbA7WjrKuQk6oEwox)
- [douyin_24509774405#185586d2] @白聊数码创作的原声
- [douyin_24509774405#cc058542] 来听听这五款手机谁的扬声器效果最好！#数码科技 #手机 #小米15 #一加13
- [douyin_24509774405#9cc7efb6] 我敢说这是全网最全的手柄测评了，看完你一定会选手柄！#游戏外设 #手柄 #游戏手柄
- [douyin_24509774405#f30a66ff] 准大学生如何选一台能用四年的笔记本电脑 #笔记本电脑 #游戏本推荐 #笔记本电脑推荐 #游戏本
- [douyin_24509774405#63172a4d] 个人观点，仅供参考
- [douyin_24509774405#30cf0708] #笔记本电脑 #游戏本推荐 #笔记本电脑推荐 #游戏本
- [douyin_24509774405#a084cc9d] 华硕天选7pro

## 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=86, 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=86, 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=86, 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: 86
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 11
- 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_24509774405
- Request removal: https://koinonlink.com/claim?k=douyin_24509774405
- Terms: https://koinonlink.com/for-ai