# 三节课 (@三节课) on wechat

- id: koinon:creator:wechat_三节课
- url: https://koinonlink.com/kol/wechat/%E4%B8%89%E8%8A%82%E8%AF%BE
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 三节课
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E4%B8%89%E8%8A%82%E8%AF%BE
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 58
- 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: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI+自媒体, AI工作流与智能体搭建, AI智能体变现案例, 远程办公与职业选择, AI产品经理证书

## Audience (inferred)
- status: present
- description: Self-media creators and professionals/freelancers looking to build content workflows with AI tools to earn side income
- roles: content
- seniority: practitioner
- pain_points: Struggling to find practical AI tools to quickly set up self-media workflows, Unclear on how to actually monetize AI agents, Anxiety about career progression and quitting jobs after remote work, Lacking a credible AI product manager certification to boost competitiveness
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.8
- 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: B — 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_三节课#6da85924] AI+自媒体,天生一对 (https://weixin.sogou.com/weixin?type=1&query=%E4%B8%89%E8%8A%82%E8%AF%BE)
- [wechat_三节课#f0f3b264] 我用WorkBuddy搭了一套AI自媒体工作流
- [wechat_三节课#1504d07d] 远程办公2周,我准备辞职了......
- [wechat_三节课#30603bf2] “我用扣子搭了个智能体,赚了20W”
- [wechat_三节课#8feb5284] IITC工信【AI 产品经理】权威证书,3月测评时间定了!
- [wechat_三节课#f98df73b] 一线大厂都在高薪抢AI产品经理!
- [wechat_三节课#0b134d65] AI副业在闲鱼上火了,一单就能赚5位数!
- [wechat_三节课#216a3551] 87页AI漫剧学习手册,附完整实战课程!

## 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=29, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=29, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=29, 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: 29

## 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_%E4%B8%89%E8%8A%82%E8%AF%BE
- Request removal: https://koinonlink.com/claim?k=wechat_%E4%B8%89%E8%8A%82%E8%AF%BE
- Terms: https://koinonlink.com/for-ai