# Huy Ai Automation (@huyaiautomation) on tiktok

- id: koinon:creator:tiktok_huyaiautomation
- url: https://koinonlink.com/kol/tiktok/huyaiautomation
- schema_version: 1.4

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

## Reach
- followers: 7912
- following: 13
- posts_total: 113
- posts_observed: 1
- 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: 0.9
- category_source: derived_from_recent_content
- topics: n8n workflow automation, CapCut voice cloning and subtitle automation, OpenClaw local AI agents and skills, DIY ESP32 second brain and IoT projects, Telegram bots for HR and daily reports

## Audience (inferred)
- status: present
- description: Vietnamese practitioners building AI automations with n8n, OpenClaw and CapCut for HR, sales and content workflows
- roles: automation
- seniority: practitioner
- pain_points: Manual repetitive tasks in recruitment, reporting and order management, Poor voice cloning and subtitle accuracy when editing videos in CapCut, AI agents losing context or memory during long tasks, Time spent on data entry, source control and multi-page management
- posts_analysed: 40
- confidence: 0.75

## 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: 51
- authenticity_basis: profile_shape_only
- credibility_score: 51
- 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
- [tiktok_huyaiautomation#93bd6adb] hệ thống chấm điểm ứng viên tự động mà HR ko cần phải đọc nữa đỡ đau đầu 🤕🤕 #n8n #n8nautomation #tuyendung (https://www.tiktok.com/@huyaiautomation)
- [tiktok_huyaiautomation#8cc49b38] original sound - hoshirhythm
- [tiktok_huyaiautomation#8e25ba2b] It is a becoming a big trend on TikTok now! Click here: n8n
- [tiktok_huyaiautomation#e345b9df] Check out Huy Ai Automation’s video! #TikTok >
- [tiktok_huyaiautomation#69272b06] workflow tự động check tin và viết lại theo ý của ae rồi ae đăng bài lên đâu cũng được nhé #n8nautomation #n8n
- [tiktok_huyaiautomation#4a3ad911] wf - tóm tắt cuộc họp tự động với N8N #n8nautomation #n8n
- [tiktok_huyaiautomation#d064eea2] dùng bot telegram này nhân sự nghỉ sạch #ai #aiautomation #nhansu
- [tiktok_huyaiautomation#e92d01ac] original sound - huyaiautomation

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=70, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=70, 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=70, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=70, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 70
- audience_updated_days_ago: 70

## AI retrieval
- indexing_requests: 8
- 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_huyaiautomation
- Request removal: https://koinonlink.com/claim?k=tiktok_huyaiautomation
- Terms: https://koinonlink.com/for-ai