# 啊飞🕊️跨境选品工具 (@872297654) on douyin

- id: koinon:creator:douyin_872297654
- url: https://koinonlink.com/kol/douyin/872297654
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 872297654
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAHKU1105qZUxglLm42ntwZXQK4Lmo1SNWVlTlxVGk96Q
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 11174
- following: 13
- posts_total: 1
- posts_observed: 4
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00161
- best_post_interactions: 18
- 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: crossborder
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 跨境选品技巧, 新手必看策略, 3M选品法则, 跨境电商互助群, 干货分享与问题答疑
- bio: 专注跨境出海选品工具，帮你快速找爆款，测趋势、稳出单

## Audience (inferred)
- status: present
- description: new cross-border e-commerce sellers and frontline operators, primarily responsible for product selection and executing overseas store operations
- roles: ecom_ops
- seniority: learner
- pain_points: unsure how to find bestsellers and test trends, lack of practical product selection methods leads to frequent mistakes, working alone with no peer discussions or experience sharing, struggling with traffic strategies and logistics optimization
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: engagement_observed
- credibility_score: 60
- 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_872297654#8fdf1b8c] 小白跨境电商怎么选品？ (https://www.douyin.com/user/MS4wLjABAAAAHKU1105qZUxglLm42ntwZXQK4Lmo1SNWVlTlxVGk96Q)
- [douyin_872297654#5b8adf66] #跨境选品 #跨境电商 #跨境电商选品 #跨境 #跨境选品推荐 / @啊飞🕊️跨境选品工具创作的原声 / 3M选品法则 / 新手必看策略 / 选品小技巧 / 紧急召集！跨境电商人进，纯干货交流群。做跨境千万别一个人硬扛！
- [douyin_872297654#132c0748] 踩过的坑、遇到的难题、摸索的技巧
- [douyin_872297654#f8e4aa16] 都值得和同行一起分享
- [douyin_872297654#a4202a69] 与其自己闭门造车，不如和同行抱团进步
- [douyin_872297654#1340536a] 组建了跨境电商互助学习群
- [douyin_872297654#14bdec6a] 核心就是：免费交流、干货共享、互帮互助
- [douyin_872297654#c0853f35] ✨ 日常分享：选品技巧、流量玩法、物流优化

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=70, 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=70, 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=70, 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: 70
- audience_updated_days_ago: 70

## AI retrieval
- indexing_requests: 8
- 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_872297654
- Request removal: https://koinonlink.com/claim?k=douyin_872297654
- Terms: https://koinonlink.com/for-ai