# Nguyễn Anh Tuấn (@nguyenanhtuan.official) on tiktok

- id: koinon:creator:tiktok_nguyenanhtuan.official
- url: https://koinonlink.com/kol/tiktok/nguyenanhtuan.official
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: nguyenanhtuan.official
- platform_url: https://www.tiktok.com/@nguyenanhtuan.official
- country: Vietnam
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 498654
- following: 158
- posts_total: 1598
- posts_observed: 142
- verified: false
- size_tier: kol

## 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: 0.95
- category_source: derived_from_recent_content
- topics: Xây dựng và vận hành AI Agent (OpenClaw, workflow, loop), AI Automation cho marketing và kinh doanh online, Digital marketing (Facebook ads, content, TikTok), Xây dựng Second Brain và hệ thống tri thức cho AI, Chiến lược scale doanh nghiệp mà không cần tuyển thêm người

## Audience (inferred)
- status: present
- description: Vietnamese online business owners, small agency operators and digital marketers who want to use AI agents and automation to scale without hiring more staff
- roles: automation
- seniority: practitioner
- pain_points: Không biết cách xây dựng hệ thống AI Agent thực chiến thay vì chỉ học tool rời rạc, Chi phí token và vận hành AI Agent tăng nhanh khi scale, Muốn tự động hóa marketing, chăm sóc khách hàng và bán hàng nhưng thiếu quy trình rõ ràng, Khó giữ context và độ ổn định khi dùng nhiều agent phối hợp dài hạn
- posts_analysed: 74
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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.

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=48, 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=59, 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=48, 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=48, method=platform_profile

## Freshness
- profile_checked_days_ago: 48
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

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