# 娜娜的AI工具箱 (@2224264934) on xiaohongshu

- id: koinon:creator:xiaohongshu_2224264934
- url: https://koinonlink.com/kol/xiaohongshu/2224264934
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 2224264934
- platform_url: https://www.xiaohongshu.com/user/profile/64801873000000002a037305
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2300
- posts_observed: 3
- 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数字人定制与克隆, AI批量视频生成, 自媒体短视频AI工具, 数字人直播带货, ChatGPT内容创作应用, AI剪辑神器推荐
- bio: RED ID: 2224264934

## Audience (inferred)
- status: present
- description: self-media operators, short video creators, and content bloggers who want to use AI tools to mass-produce videos and live streams
- roles: content
- seniority: practitioner
- pain_points: need frequent video output but lack manpower and time, unwilling or unable to appear on camera personally, video editing and post-production are time-consuming, want 24/7 automated operations but lack the right tools
- posts_analysed: 36
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: platform_default
- credibility_score: 36
- 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_2224264934#2b7d0b63] 如何用 ChatGPT 一天制作 两百条原创视频！ / #chatgpt[话题]#   #短视频运营[话题]#   #自媒体运营[话题]#   #小红书运营[话题]#   #AI工具[话题]#  #ai[话题]#  #人工智能[话题]#  #原创视频[话题 / AI神器‼️是哪个打工人狠狠羡慕了？ / 记住这三个AI，你也可以不上班✌️ (https://www.xiaohongshu.com/user/profile/64801873000000002a037305)
- [xiaohongshu_2224264934#10f9afea] #ai[话题]# #人工智能[话题]# #数字人[话题]# #闪剪智能[话题]# #打工人[话题]# #干货分享[话题]# #AI工具[话题]# #打工人必备[话题 / 一个人代替一个团队！24小时为你打工！ / #ai[话题]#   #aigc[话题]#    #人工智能[话题]#   #神器[话题]#   #科技[话题]#   #运营[话题]#   #剪辑[话题]#   #自媒体[话题]#   #短视频干货 / 什么是AI数字人？ / #ai[话题]#  #ai工具[话题]#  #人工智能[话题]#  #数字人[话题]#  #定制数字人[话题]#  

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=101, 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=72, 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=101, 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=101, method=platform_profile

## Freshness
- profile_checked_days_ago: 101
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

## AI retrieval
- indexing_requests: 11
- 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_2224264934
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_2224264934
- Terms: https://koinonlink.com/for-ai