# Milwaukee美沃奇工业工具 (@381345996) on douyin

- id: koinon:creator:douyin_381345996
- url: https://koinonlink.com/kol/douyin/381345996
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 381345996
- platform_url: https://www.douyin.com/user/MS4wLjABAAAA9Xjgpo2nTDtGZmaLC6pdU7UczU5tmP5CV9w01IpD1Xs
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 180808
- following: 28
- posts_total: 389
- posts_observed: 2
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00213
- best_post_interactions: 385
- 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: ecommerce
- subcategory: ecom_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: PACKOUT模块化收纳系统, 汽修工具与工具车, 木工电动工具（电圆锯、电木铣等）, 产品开箱与规格对比, 促销活动与赛事赞助
- bio: 美沃奇官方账号
致力于研发生产工业级重载工具的制造商。自1924年成立以来，一直在耐用性便携式电动工具、手动工具和附件等产品的设计、制造和市场营销等方面不断创新，专注于提供面向工业行业用户的解决方案，为用户持续生产更好的电动工具

## Audience (inferred)
- status: present
- description: professional tool users such as auto mechanics, carpenters, and construction workers, as well as some DIY and home repair enthusiasts
- roles: consumer
- seniority: practitioner
- pain_points: tools easily wear out or lack power under heavy-duty use, disorganized storage leads to difficulty finding tools, high cost of professional-grade tools creates budget pressure, lack of suitable tools for specific scenarios like tight-space cutting or deep cutting
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.6
- 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: 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_381345996#9868a50a] 爆款开箱，最近大家都在问的电钻套装来啦！ #美沃奇电动工具 / @Milwaukee美沃奇工业工具创作的原声 / #美沃奇电动工具 / 上门维修，10寸工具包，大小刚刚好 匠心收纳，物归其位，PACKOUT，「48-22-8311」10"多功能手提工具包，是不是你的下一个心头好？#美沃奇电动工具 #美沃奇PACKOUT #工具包 #工具收纳 #工欲善其事必先利其器 / 匠心收纳，物归其位，PACKOUT，「48-22-8311」10"多功能手提工具包，是不是你的下一个心头好？#美沃奇电动工具 #美沃奇PACKOUT #工具包 #工具收纳 #工欲善其事必先 (https://www.douyin.com/user/MS4wLjABAAAA9Xjgpo2nTDtGZmaLC6pdU7UczU5tmP5CV9w01IpD1Xs)
- [douyin_381345996#3d45b6da] #美沃奇电动工具 #美沃奇PACKOUT #工具包 #工具收纳 #工欲善其事必先利其器 / 美沃奇PACKOUT包来啦，48-22-8303，会不会成为你的下一个梦中情包呢？
- [douyin_381345996#29616bfe] #美沃奇电动工具 #美沃奇PACKOUT #工具包 #工具收纳 #工欲善其事必先利其器 / 一根美沃奇轨道可以连接几台美沃奇木工工具？ 美沃奇一大波木工工具来啦
- [douyin_381345996#a47416ef] 本次出场嘉宾
- [douyin_381345996#1fb342ba] M18 FR12 电木铣
- [douyin_381345996#788149db] M18 FTR 修边机
- [douyin_381345996#7122a511] M18 FPS55 轨道锯
- [douyin_381345996#53a54475] M18 FCS66GR3 190mm圆锯

## 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: 9
- 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_381345996
- Request removal: https://koinonlink.com/claim?k=douyin_381345996
- Terms: https://koinonlink.com/for-ai