# 芜小匀AI产品经理 (@953472142) on xiaohongshu

- id: koinon:creator:xiaohongshu_953472142
- url: https://koinonlink.com/kol/xiaohongshu/953472142
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 953472142
- platform_url: https://www.xiaohongshu.com/user/profile/59c9dee444363b6f1277da8c
- website: xhsdiscover://message/userPublicGroupList?user_id=59c9dee444363b6f1277da8c&username=TA
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 7800
- posts_observed: 5
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI产品经理面试技巧与心态调整, Vibe coding与原型实现能力, AI PRD与传统PRD区别, 模型选型与场景拆解, 求职辅导与简历包装, AI产品实习生MVP产出与项目经验
- bio: 前百度/商汤/网易大厂高级AI产品经理｜211计算机硕｜7年AIGC&数字人&大模型产品经验
简历指导｜求职辅导｜干货分享｜面试技巧
已辅导转行/0 基础/找实习/校招/社招 200+童鞋上岸

## Audience (inferred)
- status: present
- description: Career changers, fresh graduates, interns, and zero-experience newcomers aiming to break into AI Product Management
- roles: general_ai
- seniority: learner
- pain_points: Lack of AI project experience, unsure how to tailor resumes and ace interviews, Missing core skills like vibe coding, model selection, and AI PRD writing, Struggling to recover emotionally and identify growth areas after interview rejections, Confused about the differences between AI PM and traditional PM roles, unclear about career direction
- posts_analysed: 44
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: platform_default
- credibility_score: 43
- 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_953472142#055f5b82] 陪跑最后一波上车价，下周截止... / 最近陪跑精力有限，也限制名额了（要保证现有学员的辅导质量） (https://www.xiaohongshu.com/user/profile/59c9dee444363b6f1277da8c)
- [xiaohongshu_953472142#d2061cd9] 下周涨价为3999，这个是封顶价，之后将不再进行任意涨价！这个货比三家就知道了，我这个可能是最底价了，现在AI类的一个辅导班至少也得1w起， / 芜小匀AI产品经理知识库12分钟超长讲解 / 为什么要做付费知识库？​[萌萌哒R]
- [xiaohongshu_953472142#59896f2e] 很多同学不理解，为啥一个知识库要收钱要付费？我去网上找找资料，免费的资料一大把不行吗？​这里我想说，免费的文档全网我都找过，首先没有一个完整的AI产品方案，所有的 / 如何1个月内上岸AI产品经理？ / #好视频扶持计划[话题]#
- [xiaohongshu_953472142#539f67e4] 企业招的是"会用AI的产品经理"，重产品思维而非算法能力，一个月可上岸🔥
- [xiaohongshu_953472142#7f4f3687] 岗位差异：面对概率系统需兜底、须懂AI能力边界与成本、要设计人机协作💡
- [xiaohongshu_953472142#8dbd1c94] 📅四周路线图： / 有竞争力的 Vib coding 需要哪 5 种能力？ / #好视频扶持计划[话题]#
- [xiaohongshu_953472142#68c77e0e] 真正有竞争力的vibcoding，是这5种能力：
- [xiaohongshu_953472142#843aa67e] 1️⃣需求拆解能力

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, 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: 6
- 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_953472142
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_953472142
- Terms: https://koinonlink.com/for-ai