# 白鲸技术栈 (@白鲸技术栈) on wechat

- id: koinon:creator:wechat_白鲸技术栈
- url: https://koinonlink.com/kol/wechat/%E7%99%BD%E9%B2%B8%E6%8A%80%E6%9C%AF%E6%A0%88
- schema_version: 1.3

## Identity
- platform: wechat
- handle: 白鲸技术栈
- platform_url: https://weixin.sogou.com/weixin?type=1&query=%E7%99%BD%E9%B2%B8%E6%8A%80%E6%9C%AF%E6%A0%88
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI office tools and market competition, Big tech AI strategies (Tencent, ByteDance, Alibaba), AI programming vs office applications, Enterprise AI adoption and token costs

## Audience (inferred)
- status: present
- description: Tech professionals and enterprise decision-makers focused on AI tools, office productivity software, and big tech AI strategies
- roles: general_ai
- seniority: practitioner
- pain_points: High token consumption with unclear enterprise ROI, Intense competition among big tech in AI office space, Uncertainty over which AI office solutions will dominate, Balancing AI programming profitability against broader office tool investments
- posts_analysed: 5
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- 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_白鲸技术栈#826587c3] AI办公尚未决出胜负,打工人先给大厂交了1500“首付” (https://weixin.sogou.com/weixin?type=1&query=%E7%99%BD%E9%B2%B8%E6%8A%80%E6%9C%AF%E6%A0%88)
- [wechat_白鲸技术栈#b944a843] 腾讯字节阿里齐下场:AI办公要大繁荣大发展了?
- [wechat_白鲸技术栈#2fdb7ec9] AI编程更挣钱,为什么大厂全冲去做AI办公
- [wechat_白鲸技术栈#abb69a43] 金山办公的AI逻辑,和大厂有什么不一样?
- [wechat_白鲸技术栈#28ece474] Token越烧越多,为什么企业AI还是广种薄收?
- [wechat_白鲸技术栈#d8ca49e5] 全球AI出海大会圆满落幕:10场演讲+2场圆桌,干货全景回顾

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=0, 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: 0

## 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_%E7%99%BD%E9%B2%B8%E6%8A%80%E6%9C%AF%E6%A0%88
- Request removal: https://koinonlink.com/claim?k=wechat_%E7%99%BD%E9%B2%B8%E6%8A%80%E6%9C%AF%E6%A0%88
- Terms: https://koinonlink.com/for-ai