# Tammy外贸笔记 (@184632909) on xiaohongshu

- id: koinon:creator:xiaohongshu_184632909
- url: https://koinonlink.com/kol/xiaohongshu/184632909
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 184632909
- platform_url: https://www.xiaohongshu.com/user/profile/5acd74d311be1075d7f126c6
- website: xhsdiscover://message/userPublicGroupList?user_id=5acd74d311be1075d7f126c6&username=TA
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 196800
- posts_observed: 5
- verified: false
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.21567
- best_post_interactions: 42444
- 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: 0.85
- category_source: derived_from_recent_content
- topics: English for international trade, Foreign trade sales challenges, Daily life vlogs in English, Travel experiences with language practice, Personal growth and mindset in business, Industry-specific vocabulary (e.g., stone trade terms)
- bio: 家具 | 大理石 | 工贸一体| 外贸出口
教育｜十年外贸实战教育领域 
分享生活 分享外贸 感恩一切  
@Tammy家居艺术 @瑞思石业 
[contact removed]

## Audience (inferred)
- status: present
- description: Foreign trade practitioners in home furnishings and stone industries, mainly mid-level operators and sales staff in small to medium-sized enterprises
- roles: sales
- seniority: practitioner
- pain_points: Struggling to handle price objections from overseas clients, Lacking confidence in speaking English during client meetings, Difficulty in finding practical, real-life English phrases for international trade scenarios
- posts_analysed: 12
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 66
- 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
- [xiaohongshu_184632909#f61f42cc] 当客户说你的价格太贵时... / #每日英语[话题]# #出口外贸[话题]# #外贸[话题]# #英语口语[话题]# / #澳门旅行[话题]# / 练英语最好的方式是上瘾 / 真正的动力是热爱 (https://www.xiaohongshu.com/user/profile/5acd74d311be1075d7f126c6)
- [xiaohongshu_184632909#365cbd21] 只有热爱才能产生源源不断的动力
- [xiaohongshu_184632909#ebefaec0] #英语口语[话题]# #国际贸易[话题]# #接待外国客户[话题]##外贸[话题]# #英语[话题]#  #英语口语[话题]# #国际贸易[话题]# / Daily vlog | 全英日常卸妆＋晚间护肤＋化妆 / #英语口语[话题]# #国际贸易[话题]# #接待外国客户[话题]##外贸[话题]# #英语[话题]#  #英语口语[话题]# #国际贸易[话题]# #石材英语[话题]# #外贸经验[话题]# #旅行 / 人生何所求一定是自由 / #英语口语[话题]# #新疆旅行[话题]# #外贸[话题]# #英语[话题]#  #英语口语[话题]# #赛里木湖

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=81, 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=81, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=95, 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=81, 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=95, 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=95, method=platform_profile

## Freshness
- profile_checked_days_ago: 95
- content_analysed_days_ago: 81
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 9
- user_triggered_requests: 1
- last_user_triggered_day: 2026-09-01
- 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=xiaohongshu_184632909
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_184632909
- Terms: https://koinonlink.com/for-ai