# 跟着Lucas学企业AI (@ludashuai97) on xiaohongshu

- id: koinon:creator:xiaohongshu_ludashuai97
- url: https://koinonlink.com/kol/xiaohongshu/ludashuai97
- schema_version: 1.4

## Identity
- platform: xiaohongshu
- handle: ludashuai97
- platform_url: https://www.xiaohongshu.com/user/profile/6669973a0000000007006859
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6700
- 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: 0.9
- category_source: derived_from_recent_content
- topics: AI工具推荐与应用, 电商美工与设计自动化, 短视频带货与剪辑, PPT和文档效率提升, 跨境电商运营, Codex等AI建模工具
- bio: RED ID: ludashuai97

## Audience (inferred)
- status: present
- description: E-commerce operators and content creators who are frontline executors in graphic design, short videos, PPTs, and product detail pages
- roles: ecom_ops
- seniority: practitioner
- pain_points: Manually creating PPTs, layouting, modeling, and editing is time-consuming and labor-intensive, Creating e-commerce graphics, detail pages, and product images from scratch is inefficient, Unsure how to quickly apply AI tools to daily workflows, Worried about missing out on efficiency gains and business opportunities brought by AI
- 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: 42
- 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_ludashuai97#2a6d0d5f] 那我问你😠我做了一天的PPT算什么？ (https://www.xiaohongshu.com/user/profile/6669973a0000000007006859)
- [xiaohongshu_ludashuai97#15e92362] #ppt[话题]# #deepseek[话题]# #ai工具[话题]##利用deepseek可以做什么[话题]# #kimi[话题]# @科技薯 @日常薯
- [xiaohongshu_ludashuai97#6a14991b] 那我问你😠我之前手动排版算什么？
- [xiaohongshu_ludashuai97#f1bc5f2b] #ai工具[话题]# #deepseek[话题]# #word[话题]# #文献[话题]# #宝藏软件[话题]# #这个网站真好用[话题]#
- [xiaohongshu_ludashuai97#cc837bb7] 也许你的奇思妙想在这里能实现
- [xiaohongshu_ludashuai97#9178ac48] #ai[话题]# #设计[话题]# #网站推荐[话题]# #ai工具[话题]# #干货分享[话题]#
- [xiaohongshu_ludashuai97#e3f37afd] 电商带货邪修
- [xiaohongshu_ludashuai97#1efbba03] #ai[话题]# #电商[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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, 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=76, 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: 76
- audience_updated_days_ago: 76

## 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_ludashuai97
- Request removal: https://koinonlink.com/claim?k=xiaohongshu_ludashuai97
- Terms: https://koinonlink.com/for-ai