# 昆山电工-李工 (@LMX00005) on douyin

- id: koinon:creator:douyin_lmx00005
- url: https://koinonlink.com/kol/douyin/LMX00005
- schema_version: 1.4

## Identity
- platform: douyin
- handle: LMX00005
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAlnSLr_dBIVZx7DGDRU-iLGjgciJeCVw1oLoGP5x7M0gsn5ecCqSeT7VpY5nhWYWS
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 30402
- following: 1203
- posts_total: 89
- posts_observed: 2
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.06802
- best_post_interactions: 2068
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 昆山本地水电安装维修, 精装房水电微改实例, 家装水电改造注意事项, 装修施工现场记录
- bio: 我是江苏昆山一名普通电工，从业16年，分享维修安装工厂设备、家庭、各种电路维修实例视频我常用实用的仪表工具在我主页商品橱窗，需要的师傅点进橱窗了解

## Audience (inferred)
- status: present
- description: ordinary homeowners and装修 owners in Kunshan and surrounding Suzhou areas who are currently renovating or doing minor electrical and plumbing updates
- roles: consumer
- seniority: consumer
- pain_points: can't find reliable on-site electricians locally, easy to run into pitfalls during plumbing and electrical upgrades, leading to troublesome later repairs, lack practical construction references for secondary renovations of ready-to-move-in apartments, worried about quality and inspection issues with hidden work
- posts_analysed: 57
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 68
- 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_lmx00005#e0df5954] 带你体验第一视角安装洗菜盆#厨房水槽更换 #安装现场 #装修经验 #电工日常#昆山同城 (https://www.douyin.com/user/MS4wLjABAAAAlnSLr_dBIVZx7DGDRU-iLGjgciJeCVw1oLoGP5x7M0gsn5ecCqSeT7VpY5nhWYWS)
- [douyin_lmx00005#2a82f02c] @昆山电工-李工创作的原声
- [douyin_lmx00005#710bd258] 电工日常分享
- [douyin_lmx00005#f6ace5b6] 这么有趣的合集，不能只有我一个人知道吧
- [douyin_lmx00005#c86c0e10] 这么有趣的短剧，不能只有我一个人知道吧
- [douyin_lmx00005#ebd97f46] 电工日常之检修卫生间线路#维修日常记录分享 #电工上门检测 #维修实例 #电工日常 #昆山同城
- [douyin_lmx00005#dc3b0788] 昆山本地水电维修安装 #真实生活分享计划 #维修日常记录分享 #家庭电工 #安装开关插座面板 #昆山同城
- [douyin_lmx00005#332e8dd9] #真实生活分享计划 #维修日常记录分享 #家庭电工 #安装开关插座面板 #昆山同城

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, 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: 6
- 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_lmx00005
- Request removal: https://koinonlink.com/claim?k=douyin_lmx00005
- Terms: https://koinonlink.com/for-ai