# 定制家居设计（莱恩） (@Lovemybug) on douyin

- id: koinon:creator:douyin_lovemybug
- url: https://koinonlink.com/kol/douyin/Lovemybug
- schema_version: 1.4

## Identity
- platform: douyin
- handle: Lovemybug
- platform_url: https://www.douyin.com/user/MS4wLjABAAAArXm4TykfXl14bb-FXoUtWfga3D1T5NAnHGFtrlV_2XVL0wxcUwhtg0xRpT3rquli
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 122823
- posts_total: 3404
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0759
- best_post_interactions: 9322
- 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: 定制家居设计画法与技巧, 安装师傅常见错误警示, 测量与现场避坑, 展会与行业动态, 设计与安装矛盾处理
- bio: 定制家居设计培训讲师博主倪老师，
希望视频能警示&设计伙伴少犯错，
承接全屋定制家居设计&培训服务，
视频素材投稿&其他需求留言联系，

## Audience (inferred)
- status: present
- description: Custom home interior designers, primarily一线全屋定制 designers, measurers, and installation coordinators
- roles: design
- seniority: practitioner
- pain_points: Door panels clash or interfere during installation, drawers blocked by outlets or switches, Measurement overlooks electrical boxes or appliance dimensions, leading to design revisions, Kitchen corner appliances don't align well with cabinet layout, affecting usability, Clients complain on-site about design issues, requiring designers to handle problems in person
- posts_analysed: 31
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- 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: 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_lovemybug#99abf940] 《定制家居设计》斜角柜门画法（下）今天用两段长视频给大家分享如何细致的画冰箱斜角柜门。#定制家居设计培训 #全屋定制 (https://www.douyin.com/user/MS4wLjABAAAArXm4TykfXl14bb-FXoUtWfga3D1T5NAnHGFtrlV_2XVL0wxcUwhtg0xRpT3rquli)
- [douyin_lovemybug#22a7688c] @定制家居设计（莱恩）创作的原声
- [douyin_lovemybug#b2d71ead] 设计师日常杂乱视频快乐分享！
- [douyin_lovemybug#f6ace5b6] 这么有趣的合集，不能只有我一个人知道吧
- [douyin_lovemybug#a69fceb2] 《定制家居设计》斜角柜门画法（上）今天用两段长视频给大家分享如何细致的画冰箱斜角柜门。#定制家居设计培训 #全屋定制
- [douyin_lovemybug#c37019fb] 《定制家居设计》关注我们抖音号，加入我们粉丝群，和全国各地设计师一起找到设计师应有的归属感。#定制家居设计培训 #全屋定制
- [douyin_lovemybug#a1f8d6a6] 设计师就量了一个门！安装好之后，说门打架怎么办？#定制家居设计培训
- [douyin_lovemybug#df0ca274] 在线沟通获专属解答

## 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=80, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=80, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=80, 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=106, 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=106, 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=106, method=platform_profile

## Freshness
- profile_checked_days_ago: 106
- content_analysed_days_ago: 85
- audience_updated_days_ago: 80

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