# 老路-COO的AI日常 (@100487222584) on douyin

- id: koinon:creator:douyin_100487222584
- url: https://koinonlink.com/kol/douyin/100487222584
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 100487222584
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAfQxZoqPOYk3vcjDUA43Yu71f0UymuVR0tSeEauqtQwA
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3127245
- posts_observed: 188
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.0056
- engagement_rate_basis: average_of_observed_posts
- avg_interactions_per_post: 17513
- measurement_source: cn_posts_max
- measurement_formula: likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts
- comparable_pool: peak_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: 大厂AI工具对比（DuClaw、WorkBuddy等）, 飞书豆包、钉钉千问等集成策略, WAIC大会趋势与落地, AI人才观, 机器人工作场景变化
- bio: 老路  公司COO  AI产品主理人
非专家，纯实战，记录一个200人公司的AI使用
碰撞与困惑，给你一份来自一线的决策参考

## Audience (inferred)
- status: present
- description: Business owners, mid-to-senior managers, and AI implementation decision-makers focused on enterprise AI tool selection and application
- roles: automation
- seniority: decision_maker
- pain_points: Difficulty choosing the right AI tools from big tech companies, Integrating AI into existing workflows instead of applying it as a quick fix, Adapting to workflow transformations brought by robots and AI, Talent recruitment and development in the age of AI
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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
- [douyin_100487222584#86c50013] 这么多龙虾，哪只更好用？#Ai #龙虾 #openclaw #热点 #干货分享 (https://www.douyin.com/user/MS4wLjABAAAAfQxZoqPOYk3vcjDUA43Yu71f0UymuVR0tSeEauqtQwA)
- [douyin_100487222584#89bd99c9] @老路-COO的AI日常创作的原声
- [douyin_100487222584#5000e427] DuClaw
- [douyin_100487222584#b59df16a] ・百度DuClaw：入门AI首选
- [douyin_100487222584#01f2c945] MaxClaw
- [douyin_100487222584#de86eb6d] Kimi cloud
- [douyin_100487222584#540c8986] AutoClaw
- [douyin_100487222584#5ec21e38] ・智谱AutoClaw：本地AI优选

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=71, 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=71, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=89, 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=0.5, freshness_days=71, method=Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily). — 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=89, method=llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=89, method=platform_profile

## Freshness
- profile_checked_days_ago: 89
- content_analysed_days_ago: 71
- audience_updated_days_ago: 71

## AI retrieval
- indexing_requests: 11
- user_triggered_requests: 1
- last_user_triggered_day: 2026-09-02
- 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=douyin_100487222584
- Request removal: https://koinonlink.com/claim?k=douyin_100487222584
- Terms: https://koinonlink.com/for-ai