# AI产品经理-Kai (@95089497645) on xiaohongshu

- id: koinon:creator:xiaohongshu_95089497645
- url: https://koinonlink.com/kol/xiaohongshu/95089497645
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 95089497645
- platform_url: https://www.xiaohongshu.com/user/profile/6818208e000000000d00bbfb
- website: xhsdiscover://user/67d96d96000000000a03f85e?tab=goods
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4000
- posts_observed: 6
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.88
- category_source: derived_from_recent_content
- topics: AI产品经理面试面经, 大厂AI PM求职记录, 面试复盘与offer经验, AI产品经理学习与入门
- bio: 🌸前大厂AI产品经理
🌻现在专注于AI产品教学
🍀分享AI产品经理干货|刷到就是赚到
🈚️无❗️任❗️何❗️小❗️号❗️和❗️助❗️理❗️
😘大家注意甄别哦～

## Audience (inferred)
- status: present
- description: AI product manager job seekers, especially practitioners preparing for big tech interviews or those transitioning into or entering the field
- roles: general_ai
- seniority: learner
- pain_points: Lack of real interview process and question insights from top tech companies, Uncertainty about how to prepare for technical rounds and AI-specific questions, Insufficient experience with interview debriefs and offer acquisition, Scarcity of clear learning paths and practical, hands-on knowledge for AI product management
- posts_analysed: 20
- confidence: 0.6

## 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: 58
- authenticity_basis: platform_default
- credibility_score: 39
- 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
- [xiaohongshu_95089497645#6abb740f] 谷歌AI产品经理技术三面，全程记录 (https://www.xiaohongshu.com/user/profile/6818208e000000000d00bbfb)
- [xiaohongshu_95089497645#7fcc6cb1] #AI产品经理学习[话题]# #AI产品经理求职[话题]# #AI人工智能[话题]# #面经[话题]# #产品经理面试[话题]# #大模型产品经理[话题]# #产品经理学AI[话题]# #ai产品经理
- [xiaohongshu_95089497645#ed54389b] 腾讯地图AI产品经理技术三面，全程记录
- [xiaohongshu_95089497645#a2d339bb] #AI产品经理求职[话题]# #AI产品经理学习[话题]# #AI人工智能[话题]# #产品经理面试[话题]# #面经[话题]# #大模型产品经理[话题]# #互联网[话题]# #ai产品经理实战[话
- [xiaohongshu_95089497645#bad1a469] 影石AI产品经理技术三面，全程记录
- [xiaohongshu_95089497645#89d82730] 宇树科技AI产品经理技术三面，全程记录
- [xiaohongshu_95089497645#112b9b18] 即梦AI产品经理技术三面，全程记录
- [xiaohongshu_95089497645#7cfc1446] 快手AI产品经理技术三面，全程记录

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=94, 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=56, method=Fixed value 58, pending engagement collection. 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=94, 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=94, method=platform_profile

## Freshness
- profile_checked_days_ago: 94
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 1
- last_user_triggered_day: 2026-09-01
- 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=xiaohongshu_95089497645
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_95089497645
- Terms: https://koinonlink.com/for-ai