# AI晓彤 (@1821652766) on douyin

- id: koinon:creator:douyin_1821652766
- url: https://koinonlink.com/kol/douyin/1821652766
- schema_version: 1.4

## Identity
- platform: douyin
- handle: 1821652766
- platform_url: https://www.douyin.com/user/MS4wLjABAAAA9mmcPZPaFIqlaHXNroR0LZ2fzmQIgqEg8dk9StS-YYM
- country: China
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1013653
- following: 382
- posts_total: 39
- posts_observed: 3
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.11544
- best_post_interactions: 117014
- 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: 0.95
- category_source: derived_from_recent_content
- topics: AI办公工具与生产力玩法, AI短剧制作流程与平台, 折叠屏/手机/汽车等数码硬件评测, 职场效率与打工人工具推荐, 品牌科技新品推广
- bio: 爱折腾AI的普通女生
分享实用AI工具和玩法
让复杂科技变简单
商务🛰：iruby007（备注品牌）

## Audience (inferred)
- status: present
- description: Working professionals, content creators, and general tech enthusiasts interested in practical AI tools and digital products
- roles: general_ai
- seniority: practitioner
- pain_points: Spending too much time on data organization and PowerPoint presentations, leading to overtime, Complex and expensive workflows for creating AI short videos or content, Struggling to keep up with new AI tools and the latest tricks with smartphones and foldable devices, Wanting to use AI to simplify daily work and content creation but lacking clear, easy-to-follow guides
- posts_analysed: 82
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 70
- authenticity_basis: engagement_observed
- credibility_score: 68
- 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
- [douyin_1821652766#7aa020ba] 口袋里的创作工作台 #vivoxfold6#originos6#ai轻办公神器#ai搭子#人类对折叠屏的开发不足百分之一 (https://www.douyin.com/user/MS4wLjABAAAA9mmcPZPaFIqlaHXNroR0LZ2fzmQIgqEg8dk9StS-YYM)
- [douyin_1821652766#57e0b568] @AI晓彤创作的原声
- [douyin_1821652766#c3d2fa7a] 疑似使用了 AI 生成技术，请谨慎甄别
- [douyin_1821652766#774f32ca] #vivoxfold6#originos6#ai轻办公神器#ai搭子#人类对折叠屏的开发不足百分之一
- [douyin_1821652766#5cf56b81] 麦理浩径徒步神器 千问 G1，所见皆可问、随手拍大片#千问ai眼镜上新啦#千问AI眼镜#AI眼镜#千问G1
- [douyin_1821652766#46b5a01b] 手把手教你从零搞定工作任务#TRAE#TRAEWork#职场干货#AI工具
- [douyin_1821652766#a9c17b82] 美妆公司拍AI漫剧，背后竟是神秘的供应链技术？#欧莱雅#链博会#AI漫剧#欧莱雅链博会#欧莱雅中国
- [douyin_1821652766#96285e55] 打工人必备的AI表格神器，拒绝加班整理数据#豆包 #打工人 #职场小白

## 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=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=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=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: 85
- audience_updated_days_ago: 84

## AI retrieval
- indexing_requests: 10
- 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_1821652766
- Request removal: https://koinonlink.com/claim?k=douyin_1821652766
- Terms: https://koinonlink.com/for-ai