# 雷峰网 (@雷峰网) on wechat

- id: koinon:creator:wechat_雷峰网
- url: https://koinonlink.com/kol/wechat/%E9%9B%B7%E5%B3%B0%E7%BD%91
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 雷峰网
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E9%9B%B7%E5%B3%B0%E7%BD%91
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 216
- 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: 0.9
- category_source: derived_from_recent_content
- topics: 英伟达AI硬件与软件发布, 推荐系统深度学习算法解析, AI办公生产力工具推荐, 低代码平台工具革命与方法论

## Audience (inferred)
- status: present
- description: tech professionals and developers interested in AI tools, machine learning algorithms, and low-code platforms
- roles: general_ai
- seniority: practitioner
- pain_points: quickly identify AI productivity tools that are actually practical and implementable, understand how deep learning algorithms like recommendation systems are applied in real-world products, determine whether low-code solutions fit their projects instead of following trends blindly, stay updated on the latest AI hardware and software developments from companies like NVIDIA
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- 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_雷峰网#be0df191] 英伟达发布惊天 AI 神器! (https://weixin.sogou.com/weixin?type=1&query=%E9%9B%B7%E5%B3%B0%E7%BD%91)
- [wechat_雷峰网#ac616fdb] 揭秘华为应用市场APP推荐中的深度学习算法:DeepFM
- [wechat_雷峰网#b627d731] 5 款宝藏 AI 生产力工具,提升办公效率实现智能工作丨 AI 情报局
- [wechat_雷峰网#ec8ee99b] 低代码的『工具』革命
- [wechat_雷峰网#4b21887c] 低代码不是市场,而是一种方法
- [wechat_雷峰网#a1677803] 依图AI一站式解决方案 让生长发育测评走近中国儿童
- [wechat_雷峰网#f965e585] 2020年,开会这件小事正在撬动智能办公的未来
- [wechat_雷峰网#d214551b] 网易有道在B端的AI教育战略布局 | 万字长文

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, 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=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=1, 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=54, 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=1, 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=1, method=platform_profile

## Freshness
- profile_checked_days_ago: 1
- content_analysed_days_ago: 54
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 13
- 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_%E9%9B%B7%E5%B3%B0%E7%BD%91
- Request removal: https://koinonlink.com/claim?k=wechat_%E9%9B%B7%E5%B3%B0%E7%BD%91
- Terms: https://koinonlink.com/for-ai