# 亦龙企业AI大脑 (@亦龙企业AI大脑) on wechat

- id: koinon:creator:wechat_亦龙企业ai大脑
- url: https://koinonlink.com/kol/wechat/%E4%BA%A6%E9%BE%99%E4%BC%81%E4%B8%9AAI%E5%A4%A7%E8%84%91
- schema_version: 1.0

## Identity
- platform: wechat
- handle: 亦龙企业AI大脑
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E4%BA%A6%E9%BE%99%E4%BC%81%E4%B8%9AAI%E5%A4%A7%E8%84%91
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- posts_observed: 6
- verified: false
- size_tier: nano

## Engagement
- unit_note: engagement_rate is a ratio (0-1); the interaction fields are absolute counts.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI落地三场景, 企业真实案例与ROI, AI陪跑避坑, 中小企业品牌获客AI应用

## Audience (inferred)
- status: present
- description: Small and medium business owners and mid-to-senior level decision makers, focused on practical AI applications in customer service, marketing, and supply chain
- roles: general_ai
- seniority: decision_maker
- pain_points: Hesitant to invest in AI due to uncertain actual ROI, Lack of replicable implementation paths and real-world use case references, Worried about common pitfalls in AI deployment, Unsure how AI can directly support branding and customer acquisition
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- grade: A
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [wechat_亦龙企业ai大脑#p0] 实体老板别学大厂:AI落地三场景(智能客服/内容营销/供应链) (https://weixin.sogou.com/weixin?type=1&query=%E4%BA%A6%E9%BE%99%E4%BC%81%E4%B8%9AAI%E5%A4%A7%E8%84%91)
- [wechat_亦龙企业ai大脑#p1] 6家企业AI落地真实记录:为什么他们敢投,而你不敢?
- [wechat_亦龙企业ai大脑#p2] 从怀疑到真香:3家企业的AI落地真实路径(附ROI数据)
- [wechat_亦龙企业ai大脑#p3] AI落地陪跑6大价值体:每一家都避开的坑,你中了几个?
- [wechat_亦龙企业ai大脑#p4] 中小企业做品牌/获客,AI最该先用的3个场景
- [wechat_亦龙企业ai大脑#p5] 制造业AI落地,跨过这几道坎才能“规模落地”
- [wechat_亦龙企业ai大脑#p6] 企业AI落地:AI客服自助解决破七成,人力直接砍半
- [wechat_亦龙企业ai大脑#p7] 企业AI落地:财务对账三天变半小时,30人工厂月省两万人工

## 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=3, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=3, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=3, 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=follower_growth_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- 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: 3

## 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%BA%A6%E9%BE%99%E4%BC%81%E4%B8%9Aai%E5%A4%A7%E8%84%91
- Request removal: https://koinonlink.com/claim?k=wechat_%E4%BA%A6%E9%BE%99%E4%BC%81%E4%B8%9Aai%E5%A4%A7%E8%84%91
- Terms: https://koinonlink.com/for-ai