# AI 리더스연구소 (@aileaderslab) on tiktok

- id: koinon:creator:tiktok_aileaderslab
- url: https://koinonlink.com/kol/tiktok/aileaderslab
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: aileaderslab
- platform_url: https://www.tiktok.com/@aileaderslab
- website: https://link.inpock.co.kr/manalove76
- country: South Korea
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6110
- following: 8
- posts_total: 11
- posts_observed: 2
- 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: 0.92
- category_source: derived_from_recent_content
- topics: Topview·Seedance 등 AI 영상 생성 툴, AI로 PPT·데이터 분석 자동화, 이커머스 룩북·쇼츠 콘텐츠 자동화, Gemini·Skywork 등 AI 생산성 툴 활용, AI 페르소나·1인 기업 수익화
- bio: 🚀 AI를 활용해 더 쉽고, 더 빠르게
더 효율적으로 일하는 법을 알려드립니다.
👇 AI 활용법, 콘텐츠 수익화, 강의 협업문의
🔗 [contact removed]

## Audience (inferred)
- status: present
- description: Korean professionals and solo creators who want to make videos and automate workflows using AI tools
- roles: content
- seniority: practitioner
- pain_points: Creating shopping shorts and videos takes too much time and money, Manually making PPTs and charts after data analysis is cumbersome, Overpaying for multiple overlapping AI subscriptions, Need a way to quickly automate and monetize product content
- posts_analysed: 15
- confidence: 0.6

## 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: 41
- authenticity_basis: profile_shape_only
- credibility_score: 41
- 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
- [tiktok_aileaderslab#8c25212f] 쇼핑쇼츠, 아직도 샤오홍슈·도우인·틱톡에서 영상을 찾아서 다운로드하고 짜집기하고 계신가요? 이번 영상에서는 탑뷰 AI와 시댄스 2.5를 활용해 원하는 제품 이미지와 간단한 설명만으로 쇼핑쇼츠 영상을 직접 만드는 방법을 처음부터 끝까지 보여드립니다. 특히 시댄스 2.5를 활용하면 30초 분량의 영상도 원테이크처럼 자연스럽게 제작할 수 있고, 마음에 들지 않는 장면은 전체 영상을 다시 만들지 않고 필요한 부분만 수정할 수도 있습니다. "쇼핑쇼츠" 댓글달면 전체튜토리얼 보내드립니다 #쇼핑쇼츠 #시댄스2 (https://www.tiktok.com/@aileaderslab)
- [tiktok_aileaderslab#38b4f138] original sound - aileaderslab
- [tiktok_aileaderslab#54634fb4] It is a becoming a big trend on TikTok now! Click here: 쇼핑쇼츠
- [tiktok_aileaderslab#2fc2d6be] Check out AI 리더스연구소’s video! #TikTok >
- [tiktok_aileaderslab#2e504c06] 2026년인데 아직도 PPT 만드느라 밤새우는 분? (그게 바로 나...) 상사가 툭 던져준 600페이지짜리 역대급 두께의 업계 보고서나 복잡한 엑셀 데이터 보면 한숨부터 나오셨죠? 언제 다 분석하고, 언제 레이아웃 잡고 앉아있냐구요! 이제 데이터 분석부터 차트, 그래프 생성까지 알아서 척척 해주는 똑똑한 해결사 마누스 AI(Manus AI)를 만나보세요. 단순한 텍스트 나열이 아니라, 진짜 신뢰할 수 있는 출처를 찾아 정확한 데이터를 기반으로 슬라이드를 뚝딱 만들어줍니다. 방대한 보고서 요약은 

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, 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=92, 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=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — 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=92, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 6
- user_triggered_requests: 3
- last_user_triggered_day: 2026-10-21
- 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=tiktok_aileaderslab
- Request removal: https://koinonlink.com/claim?k=tiktok_aileaderslab
- Terms: https://koinonlink.com/for-ai