# 努力学习AI呀！ (@952841715) on xiaohongshu

- id: koinon:creator:xiaohongshu_952841715
- url: https://koinonlink.com/kol/xiaohongshu/952841715
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: 952841715
- platform_url: https://www.xiaohongshu.com/user/profile/591543da6a6a691d3d507bf6
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3500
- 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图像生成教程, 照片转插画/海报, 产品可视化与便利贴海报, 十二生肖/文化主题创作, 动态效果与动画制作
- bio: RED ID: 952841715

## Audience (inferred)
- status: present
- description: Small content creators, personal bloggers, and micro-businesses on Xiaohongshu who use AI tools for posters, illustrations, and animations
- roles: content
- seniority: practitioner
- pain_points: Struggle to write complex prompts to achieve desired styles, Poor results when turning ordinary photos into professional illustrations or posters, Want to create dynamic/animated content quickly but don’t know how to use the tools, Lack ready-made templates and tutorials for holiday or product-specific visual content
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: platform_default
- credibility_score: 38
- flagged_for_review: false
- koinon_bd_grade: C — 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_952841715#572f946e] 随手拍的奶茶秒变大片❗️2步轻松搞定🔥 / 随手拍的奶茶[喝奶茶R] (https://www.xiaohongshu.com/user/profile/591543da6a6a691d3d507bf6)
- [xiaohongshu_952841715#ea7483aa] 2步秒变广告大片[买爆R][买爆R][买爆R]
- [xiaohongshu_952841715#8aa0e748] 做视频素材还是发盆友圈[doge]
- [xiaohongshu_952841715#5a541c2d] 都分分钟升级[doge]
- [xiaohongshu_952841715#f5b58084] #创意拍照[话题]# #奶茶杯[话题]# #喜茶[话题]# #瑞 / 疯狂动物城12星座卡牌合集❗️附教程🔥 / 疯狂动物城十二星座卡片来袭[哇R]
- [xiaohongshu_952841715#83c36df9] 你喜欢的卡通人物
- [xiaohongshu_952841715#cfacd8f8] 是不是和星座属性匹配呢[派对R]
- [xiaohongshu_952841715#b441d024] [星R]朱迪-白羊座

## 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=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=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=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: 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_952841715
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_952841715
- Terms: https://koinonlink.com/for-ai