# 刘小葵 (@刘小葵) on wechat

- id: koinon:creator:wechat_刘小葵
- url: https://koinonlink.com/kol/wechat/%E5%88%98%E5%B0%8F%E8%91%B5
- schema_version: 1.2

## Identity
- platform: wechat
- handle: 刘小葵
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E5%88%98%E5%B0%8F%E8%91%B5
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 26
- verified: false
- size_tier: nano

## Engagement
- status: not_measurable_on_platform
- status_note: This platform publishes no follower count, so an engagement RATE has no denominator here. No amount of further collection can produce one — it is a property of the platform, not a gap in our data.
- 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: beauty
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 平价好物推荐, 美容变美, 夏季清凉护理, 自我宠爱与生活精致, 季节性种草清单

## Audience (inferred)
- status: present
- description: women who value affordable beauty and lifestyle products, primarily middle-aged women and young fashion-conscious girls
- roles: consumer
- seniority: consumer
- pain_points: don't know which budget-friendly products to buy to achieve a beautiful look, struggle with oily skin in summer and lack effective ways to stay fresh, middle-aged women want to treat themselves and refuse to give in to aging but can't find the right products, want to be surrounded by stylish items but need trustworthy product recommendations
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: platform_default
- 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
- [wechat_刘小葵#c917d602] 平价好物 | 从“头”开始变美,买什么听我的 (https://weixin.sogou.com/weixin?type=1&query=%E5%88%98%E5%B0%8F%E8%91%B5)
- [wechat_刘小葵#121ed293] 好物推荐 | 全球首选的国民好物
- [wechat_刘小葵#cef435c4] 五月好物推荐 | 叮咚~这里有12件商品等你查收,开启精致生活每一天!
- [wechat_刘小葵#9063a541] 好物推荐 | 告别“油腻”男孩女孩的绰号吧,夏天保持冰爽清凉真的不难啊~
- [wechat_刘小葵#b14d3477] 圣诞好物推荐 | 中年少女绝不认输,永远爱自己、讨好自己~~
- [wechat_刘小葵#b3c485d0] 种草清单 | 九月来了,我只想被这些时髦好物包围!
- [wechat_刘小葵#701c2b86] 好物分享 | 化解寒冷冬日,从每一寸的身心滋养开始!

## 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=16, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=16, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=16, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=0, 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=0.25, freshness_days=0, method=Fixed value 60. This platform exposes no public follower count, so no authenticity heuristic is run at all. The number is a placeholder, not a measurement. — 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=0, method=llm_partner_fit_classifier + fit_score >= 0.5 => A; >= 0.35 => B; else C. authenticity is not an input. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=0, method=platform_profile

## Freshness
- profile_checked_days_ago: 0
- content_analysed_days_ago: 0
- audience_updated_days_ago: 16

## AI retrieval
- indexing_requests: 1
- 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=wechat_%E5%88%98%E5%B0%8F%E8%91%B5
- Request removal: https://koinonlink.com/claim?k=wechat_%E5%88%98%E5%B0%8F%E8%91%B5
- Terms: https://koinonlink.com/for-ai