# 网络安全资料分享 (@网络安全资料分享) on wechat

- id: koinon:creator:wechat_网络安全资料分享
- url: https://koinonlink.com/kol/wechat/%E7%BD%91%E7%BB%9C%E5%AE%89%E5%85%A8%E8%B5%84%E6%96%99%E5%88%86%E4%BA%AB
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 网络安全资料分享
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E7%BD%91%E7%BB%9C%E5%AE%89%E5%85%A8%E8%B5%84%E6%96%99%E5%88%86%E4%BA%AB
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 8
- 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: 0.85
- category_source: derived_from_recent_content
- topics: AI product management career transition, Structured learning paths for AI PM, Skills and competencies for AI product managers, Zero-to-job roadmaps in AI product roles, Curated AI PM knowledge resources

## Audience (inferred)
- status: present
- description: Aspiring AI product managers, mainly career switchers from non-tech backgrounds aiming to break into AI product roles
- roles: general_ai
- seniority: learner
- pain_points: Struggling to find a clear, structured learning path from zero to job-ready in AI product management, Feeling overwhelmed by the sheer volume of AI resources and unsure which ones are actually valuable, Wasting time on outdated or poorly organized content that doesn't lead to real job outcomes
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.6
- 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: 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
- [wechat_网络安全资料分享#215a0cd3] 挑战100天教大家拿下AI产品经理offer (https://weixin.sogou.com/weixin?type=1&query=%E7%BD%91%E7%BB%9C%E5%AE%89%E5%85%A8%E8%B5%84%E6%96%99%E5%88%86%E4%BA%AB)
- [wechat_网络安全资料分享#cb83f6a4] 个人认为这是飞书上最顶的AI产品经理知识库
- [wechat_网络安全资料分享#ddea36d9] AI产品经理常用的6个skill 从想法到落地
- [wechat_网络安全资料分享#a02c7469] 零基础小白转AI产品经理30天学习路线!
- [wechat_网络安全资料分享#61808478] 2026学习AI产品经理千万别把顺序搞反了!

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=12, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=12, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=12, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=12, 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=12, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=11, 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=12, 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=11, 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=11, method=platform_profile

## Freshness
- profile_checked_days_ago: 11
- content_analysed_days_ago: 12
- audience_updated_days_ago: 12

## AI retrieval
- indexing_requests: 2
- 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_%E7%BD%91%E7%BB%9C%E5%AE%89%E5%85%A8%E8%B5%84%E6%96%99%E5%88%86%E4%BA%AB
- Request removal: https://koinonlink.com/claim?k=wechat_%E7%BD%91%E7%BB%9C%E5%AE%89%E5%85%A8%E8%B5%84%E6%96%99%E5%88%86%E4%BA%AB
- Terms: https://koinonlink.com/for-ai