# 美工小婷的日常 (@23327961486) on douyin

- id: koinon:creator:douyin_23327961486
- url: https://koinonlink.com/kol/douyin/23327961486
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 23327961486
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAptOxWHoSG11T_YUa0wF_MQlYUhiIT-6Hr6nEExkvOqfTuwjbWgRtCrTMAmlVAtLu
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 15258
- following: 271
- posts_total: 111
- posts_observed: 2
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 28.88137
- best_post_interactions: 440672
- 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: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI生成电商产品图教程, 老物件/非遗手艺变身时尚单品, 跨境电商AI应用案例, 美工设计师AI就业应对, 美图设计室等工具实操
- bio: ✨很高兴和你分享｜主张学以致用
📱专注电商设计｜轻松搞定设计难题
🌈常用工具@美图设计室
想免费体验的朋友：邀请码：mgxt （具体兑换步骤私我哦）

## Audience (inferred)
- status: present
- description: E-commerce visual designers and cross-border product image creators
- roles: design
- seniority: practitioner
- pain_points: AI generation tools threatening traditional design jobs and causing job insecurity, Low design efficiency, excessive overtime, and declining competitiveness due to lack of AI skills, How to quickly transform traditional cultural artifacts into sellable cross-border e-commerce product images, Lack of practical AI-powered e-commerce design tools and monetization strategies
- posts_analysed: 100
- confidence: 0.9

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

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 64
- 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_23327961486#f7e9f9a3] 太炸裂了，你们小时候用过吗 #农村老物件一代人的回忆 #AI新星计划#跨境电商#电商套图#美图设计室 (https://www.douyin.com/user/MS4wLjABAAAAptOxWHoSG11T_YUa0wF_MQlYUhiIT-6Hr6nEExkvOqfTuwjbWgRtCrTMAmlVAtLu)
- [douyin_23327961486#6ec516f9] 疯魔旧时光
- [douyin_23327961486#49cb9010] 作者声明：内容由 AI 生成
- [douyin_23327961486#910e677f] #农村老物件一代人的回忆 #AI新星计划#跨境电商#电商套图#美图设计室
- [douyin_23327961486#78a1ed70] 鸡毛掸子是不是只有国内有，我们把它传到国外去 #AI新星计划#跨境电商#电商#美图设计室#鸡毛飞上天
- [douyin_23327961486#558a7ab0] @美工小婷的日常创作的原声
- [douyin_23327961486#51cea34e] #AI新星计划#跨境电商#电商#美图设计室#鸡毛飞上天
- [douyin_23327961486#403f3b43] 炸裂这也来厉害了吧#AI新星计划 #跨境电商#电商#流量玩家 #美图设计室

## 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=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=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=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: 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_23327961486
- Request removal: https://koinonlink.com/claim?k=douyin_23327961486
- Terms: https://koinonlink.com/for-ai