# 人工人工智能 (@人工人工智能) on wechat

- id: koinon:creator:wechat_人工人工智能
- url: https://koinonlink.com/kol/wechat/%E4%BA%BA%E5%B7%A5%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD
- schema_version: 1.4

## Identity
- platform: wechat
- handle: 人工人工智能
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E4%BA%BA%E5%B7%A5%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 18
- 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: free AI tools, AI video creation, AI app development, AI writing tools, AI design generation, AI game generation

## Audience (inferred)
- status: present
- description: beginner to intermediate users interested in free AI tools for video, app development, writing, design, and gaming, mainly self-learners and hobbyists exploring AI creativity
- roles: general_ai
- seniority: learner
- pain_points: struggling to find reliable free AI tools that actually work, feeling overwhelmed by the complexity of using AI tools without clear step-by-step guidance, lacking confidence in creating professional outputs like videos or designs without prior experience, not knowing which AI tools are truly free and not hidden-fee platforms
- posts_analysed: 7
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.7
- 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: 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_人工人工智能#e460a826] AI赋能课程建设 (https://weixin.sogou.com/weixin?type=1&query=%E4%BA%BA%E5%B7%A5%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD)
- [wechat_人工人工智能#4a1f2230] AI做视频不用花钱秘籍,这些免费工具助你从零做出专业视频
- [wechat_人工人工智能#88a45389] 创作者ai工具
- [wechat_人工人工智能#dd39159f] 零基础开发AI小程序别犯难,按步骤来,教你完整开发到上线方法
- [wechat_人工人工智能#10f3d5be] AI豆包写作输入法咋用更高效?这些基础到进阶技巧,一定要偷偷学会!
- [wechat_人工人工智能#b9214ddd] 免费ai工具箱大全
- [wechat_人工人工智能#a6ba2c74] AI免费做视频咋操作?哪些工具好用又免费?手把手教你从零到成品!
- [wechat_人工人工智能#f97feaa7] ai写作鹅免费版

## 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=9, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=9, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=9, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=9, 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=9, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=9, 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=9, 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=9, 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=9, method=platform_profile

## Freshness
- profile_checked_days_ago: 9
- content_analysed_days_ago: 9
- audience_updated_days_ago: 9

## AI retrieval
- indexing_requests: 3
- 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%BA%BA%E5%B7%A5%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD
- Request removal: https://koinonlink.com/claim?k=wechat_%E4%BA%BA%E5%B7%A5%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD
- Terms: https://koinonlink.com/for-ai