# AI小小凡 (@72225214687) on douyin

- id: koinon:creator:douyin_72225214687
- url: https://koinonlink.com/kol/douyin/72225214687
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 72225214687
- platform_url: https://www.douyin.com/user/MS4wLjABAAAAhLsPVBizlBEjw-f34OajBK8fAqvyPgScdnvgbngeZmKOXsSAanHojlN56b_hlJlB
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 607450
- following: 5
- posts_total: 22
- posts_observed: 3
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00691
- best_post_interactions: 4197
- 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: 即梦AI视频生成教程, 传统文化与AI结合创作, 数字人/音乐MV/3D动画制作, 短视频爆款拆解与保姆级教程, 育儿、古诗、历史人物类内容生产
- bio: AI分享教学 | AI前沿动态 | AI工具推荐 | AI使用技巧
让每一个人都能轻松通过AI改变生活
一线大厂AI平台架构师
12年大厂高级产品技术负责人
科技公司联合创始人

## Audience (inferred)
- status: present
- description: TikTok short video creators and self-media operators who use AI tools to mass-produce content in cultural stories, animations, and film/TV remixes
- roles: content
- seniority: practitioner
- pain_points: Struggling to write effective prompts or use new AI tools, resulting in no videos or low-quality output, Want to create niche content like traditional culture, classical aesthetics, xianxia, or parenting but lack素材 and editing skills, Need to rapidly produce viral videos to maintain account updates and grow followers, Standard editing tools can't achieve cinematic quality or consistent visual style
- posts_analysed: 63
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: engagement_observed
- credibility_score: 68
- flagged_for_review: false
- koinon_bd_grade: B — 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_72225214687#48a7e032] 一分钟教你做国粹京剧换装视频 AI与国潮花旦相结合真的太绝了，一分钟教你做国粹京剧换装视频，国潮花旦制作详细教程奉上，简单三步，既能玩AI，又能感受非遗京剧的美～赶紧动手试试 #非遗文化#即梦ai#国潮 #这是我的非遗献礼 #ai创作浪潮计划 (https://www.douyin.com/user/MS4wLjABAAAAhLsPVBizlBEjw-f34OajBK8fAqvyPgScdnvgbngeZmKOXsSAanHojlN56b_hlJlB)
- [douyin_72225214687#135b5675] @AI小小凡创作的原声
- [douyin_72225214687#49cb9010] 作者声明：内容由 AI 生成
- [douyin_72225214687#6780d3b1] AI与国潮花旦相结合真的太绝了，一分钟教你做国粹京剧换装视频，国潮花旦制作详细教程奉上，简单三步，既能玩AI，又能感受非遗京剧的美～赶紧动手试试 #非遗文化#即梦ai#国潮 #这是我的非遗献礼 #ai创作浪潮计划
- [douyin_72225214687#41127334] 三步搞定爆款3D版卡通影视二创 三步搞定爆款“3D版卡通影视”视频，保姆级教程马上安排，先来个收获一大批粉丝并火遍全网的Q版甄嬛传 #甄嬛传 #即梦AI #影视剪辑 #AI教程 #AI
- [douyin_72225214687#6a881019] 三步搞定爆款“3D版卡通影视”视频，保姆级教程马上安排，先来个收获一大批粉丝并火遍全网的Q版甄嬛传 #甄嬛传 #即梦AI #影视剪辑 #AI教程 #AI
- [douyin_72225214687#b8871f70] 一分钟创建你的原创歌手数字人 一分钟创建你的原创歌手数字人，创建自己的数字人，演唱自己的原创歌曲 #原创歌曲 #数字人 #AI教程 #ai创作浪潮计划 #AI作曲
- [douyin_72225214687#a99f21e2] 制作原创歌曲

## 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=86, 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=86, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=108, 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=86, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 86
- 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_72225214687
- Request removal: https://koinonlink.com/claim?k=douyin_72225214687
- Terms: https://koinonlink.com/for-ai