# 商务范 (@商务范) on wechat

- id: koinon:creator:wechat_商务范
- url: https://koinonlink.com/kol/wechat/%E5%95%86%E5%8A%A1%E8%8C%83
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 商务范
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E5%95%86%E5%8A%A1%E8%8C%83
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 167
- 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: 0.8
- category_source: derived_from_recent_content
- topics: 好物推荐清单, 护肤美妆, 家居家具, 节日购物, 礼物推荐

## Audience (inferred)
- status: present
- description: General consumers, especially women interested in beauty, skincare, home goods, and everyday shopping
- roles: consumer
- seniority: consumer
- pain_points: Struggling to find affordable products that actually work well, Wanting to avoid big brands but lacking trustworthy recommendations for indie alternatives, Missing out on great deals due to seasonal shopping timing, Having trouble deciding between gifts and personal use items
- posts_analysed: 12
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- 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_商务范#e121de99] 中秋大牌月饼开箱测评,除了月饼还有惊喜! (https://weixin.sogou.com/weixin?type=1&query=%E5%95%86%E5%8A%A1%E8%8C%83)
- [wechat_商务范#42776178] 程序员相亲不被鄙视指南
- [wechat_商务范#04a48919] 程序员真的都不爱炫富吗?
- [wechat_商务范#7ab9ffaa] 我最种草的8个国外家具品牌,设计经典永不过时!
- [wechat_商务范#0623919d] 有这18件防晒护肤好物,这个夏天不怕黑!
- [wechat_商务范#e38e4ae5] 看腻了大牌嘛?来给大家介绍26只小众护肤好物
- [wechat_商务范#cfc6cc4c] 好用不贵,我所认为的真正的平价好物
- [wechat_商务范#6b49e2b3] 双12剁手好物清单,不买这6个品牌又后悔一年

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=51, 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=51, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=39, 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=51, 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=39, 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=39, method=platform_profile

## Freshness
- profile_checked_days_ago: 39
- content_analysed_days_ago: 51
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 9
- 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%95%86%E5%8A%A1%E8%8C%83
- Request removal: https://koinonlink.com/claim?k=wechat_%E5%95%86%E5%8A%A1%E8%8C%83
- Terms: https://koinonlink.com/for-ai