# 学力为王（AI学习） (@XLWW2020) on douyin

- id: koinon:creator:douyin_xlww2020
- url: https://koinonlink.com/kol/douyin/XLWW2020
- schema_version: 1.4

## Identity
- platform: douyin
- handle: XLWW2020
- platform_url: https://www.douyin.com/user/MS4wLjABAAAALPbBIWrZYgnP4enGQRxaazOFMuz4GMNubRbKHwG7Bd8
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 128999
- following: 3281
- posts_total: 2422
- posts_observed: 1
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.24614
- best_post_interactions: 31752
- measurement_source: cn_posts_max
- measurement_formula: likes + comments + shares (douyin) or likes + comments + collects (xiaohongshu), max over observed posts
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: 剪映基础教程与新功能, 即梦AI提示词与模板, AI舞蹈/转场/风格生成, 一镜到底等特效制作, 数字人视频与多帧合成
- bio: 🌈AI做图做视频入门知识
🌈模板创作
🌈剪映基础知识教学
🌈学习本没有捷径，学的久了，就有了自己的路
🌈努力了总会有收获｜加油+
🌈你的关注与点赞👍更是我前进的动力｜感谢！

## Audience (inferred)
- status: present
- description: TikTok short video creators and beginners in AI content creation, mainly ordinary users and editing enthusiasts looking to use AI tools for image and video generation
- roles: content
- seniority: learner
- pain_points: Struggling to use tools like CapCut and Ji Meng AI to generate images and videos, Lacking high-quality prompts and creative ideas, Want to create viral effects like beat-syncing, transitions, and dance videos but find it hard to execute, New AI features update quickly, making it difficult to keep up and use them effectively
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.2
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 76
- 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
- [douyin_xlww2020#ba9eff41] 制作摇摆转场相册的剪映详细教程，简单易学#剪辑教程 (https://www.douyin.com/user/MS4wLjABAAAALPbBIWrZYgnP4enGQRxaazOFMuz4GMNubRbKHwG7Bd8)
- [douyin_xlww2020#099046ef] @学力为王（AI学习）创作的原声
- [douyin_xlww2020#36a3e72e] 剪映详细教程
- [douyin_xlww2020#f6ace5b6] 这么有趣的合集，不能只有我一个人知道吧
- [douyin_xlww2020#c86c0e10] 这么有趣的短剧，不能只有我一个人知道吧
- [douyin_xlww2020#09450b7f] 酷炫三分屏卡点详细教程#卡点秀存货挑战 #轻而易剪@剪映#剪映0基础教程
- [douyin_xlww2020#fd46de3c] AI文艺风格
- [douyin_xlww2020#49cb9010] 作者声明：内容由 AI 生成

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

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=84, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=85, 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=85, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=107, 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=0.5, freshness_days=85, method=Starts at 60; interactions-per-follower on collected posts then adds or subtracts (large following with near-zero engagement is penalised heavily). — 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=107, method=llm_partner_fit_classifier + authenticity >= 55 AND fit_score >= 0.45 => A; authenticity >= 40 AND fit_score >= 0.3 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=107, method=platform_profile

## Freshness
- profile_checked_days_ago: 107
- content_analysed_days_ago: 85
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- 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=douyin_xlww2020
- Request removal: https://koinonlink.com/claim?k=douyin_xlww2020
- Terms: https://koinonlink.com/for-ai