# 尤总点灯：跨境电商智慧 (@2206560440) on xiaohongshu

- id: koinon:creator:xiaohongshu_2206560440
- url: https://koinonlink.com/kol/xiaohongshu/2206560440
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 2206560440
- platform_url: https://www.xiaohongshu.com/user/profile/648686db000000001c02b9b3
- website: xhsdiscover://message/userPublicGroupList?user_id=648686db000000001c02b9b3&username=TA
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 69000
- posts_observed: 16
- verified: false
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.16294
- best_post_interactions: 11243
- 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: 亚马逊运营与广告, 跨境电商市场调研与新品开发, AI工具在电商中的应用, 品牌出海与Listing优化, 合规与卖家增长
- bio: RED ID: 2206560440

## Audience (inferred)
- status: present
- description: cross-border e-commerce professionals, especially Amazon sellers, operations staff, and advertising executors
- roles: ecom_ops
- seniority: practitioner
- pain_points: difficulty in new product research and identifying market opportunities, unclear strategies for Amazon ad targeting and optimization, prone to errors in Listing optimization and brand protection, challenging to keep up with compliance requirements in regions like the EU (e.g., AI Act)
- posts_analysed: 43
- confidence: 0.75

## 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: 70
- authenticity_basis: engagement_observed
- credibility_score: 63
- 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_2206560440#e2b220be] 跨境电商面试运营人才笔试环节的特点 / 尤总一般会让运营候选人做笔试。面试了上百个候选人后发现大概一般的候选人在分析 Case的时候只停留在描述数据，他们并不会解释为什么数据会这样也不会说公司应该怎么调整好。分享一下。 (https://www.xiaohongshu.com/user/profile/648686db000000001c02b9b3)
- [xiaohongshu_2206560440#ebf04be4] #跨境电商[话题]# / 用Reddit做市场调研：找出类目缺口 / 听尤总分享
- [xiaohongshu_2206560440#2f91de9f] #跨境电商[话题]# #品牌出海[话题]# #reddit[话题]# #reddit [话题]# #红迪[话题]# #亚马逊[话题]# #海外市场拓展[话题]# #市场调研[话题]# #产 / 欧盟AI法案8月2日: 所有内容都要标注吗 / 听尤总分享
- [xiaohongshu_2206560440#3c433612] #品牌出海[话题]# #跨境电商[话题]# #亚马逊[话题]# #aigc[话题]# #法律[话题]# #欧洲[话题]# #欧盟合规[话题]# #人工智能[话题]# #AI反常识howto / 亚马逊广告新功能：定向策略 / 听尤总分享
- [xiaohongshu_2206560440#2d4b610a] #亚马逊广告[话题]# #品牌出海[话题]# #亚马逊运营[话题]# #跨境电商[话题]# #亚马逊开店[话题]# #海外市场拓展[话题]# #跨境电商运营[话题]# #亚马逊ppc[话题 / 10万启动资金创业会做什么？ / 听尤总分享
- [xiaohongshu_2206560440#6e856b73] #创业[话题]# #开公司[话题]# #跨境电商[话题]# #品牌出海[话题]# #老外眼里的中国[话题]# #亚马逊[话题]# #etsy[话题]# #独立站[话题]# #海外市场拓展[ / 亚马逊稳定了下一步呢？ / 中国打工日常怎么火到国外了？

## 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=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=55, 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=80, 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=55, 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=55, method=platform_profile

## Freshness
- profile_checked_days_ago: 55
- content_analysed_days_ago: 80
- audience_updated_days_ago: 80

## AI retrieval
- indexing_requests: 14
- user_triggered_requests: 4
- last_user_triggered_day: 2026-10-15
- 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_2206560440
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_2206560440
- Terms: https://koinonlink.com/for-ai