# LINHUK GO GLOBAL (@duhocdinhcuhuongnghiep) on tiktok

- id: koinon:creator:tiktok_duhocdinhcuhuongnghiep
- url: https://koinonlink.com/kol/tiktok/duhocdinhcuhuongnghiep
- schema_version: 1.4

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

## Reach
- followers: 31620
- following: 39
- posts_total: 580
- posts_observed: 1
- verified: false
- size_tier: koc

## 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: entertainment
- subcategory: edu_science
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: IELTS Speaking/Writing tips and common mistakes, UK/Australia student visas and skilled worker visa 482, IB vs A-Level program comparison for scholarships, Study abroad preparation and school visits in UK/Ireland, IELTS course schedules and exam strategy updates

## Audience (inferred)
- status: present
- description: Vietnamese high school students (mainly grades 11-12) and their parents preparing for IELTS, study abroad in UK/Australia, and related visas
- roles: none
- seniority: learner
- pain_points: Struggling with IELTS Speaking on unfamiliar topics and grammar range scoring, Unclear how to choose between IB/A-Level for top scholarships, Lack of updated info on UK/Australia student visas and application timelines, Not knowing if self-study IELTS is enough or when to join a center before deadlines
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_duhocdinhcuhuongnghiep#ab595f06] ĐI LÀM TẠI UK_ ĐÃ BAO GIỜ BẠN NGHĨ ĐẾN CHƯA???#LinhUK #linhukgoglobal #visa #nghênghiêpcuatoi #visa482 #australia #uk #skilledworkervisa (https://www.tiktok.com/@duhocdinhcuhuongnghiep)
- [tiktok_duhocdinhcuhuongnghiep#a0410ada] original sound - duhocdinhcuhuongnghiep
- [tiktok_duhocdinhcuhuongnghiep#b40580ab] It is a becoming a big trend on TikTok now! Click here: linhuk
- [tiktok_duhocdinhcuhuongnghiep#5ff16291] Check out LINHUK GO GLOBAL’s video! #TikTok >
- [tiktok_duhocdinhcuhuongnghiep#ddf56a66] Bạn nào quan tâm đến visa 482 có thể liên hệ với LinhUK Go Global để đăng ký giữ chỗ sớm nhé. Đây ko phải xuất khẩu lao động mà là chương trình hướng nghiệp định cư nước ngoài #Linhuk #MsLinh #duhocuc #internship #mslinh #linhukgoglobal #laodonguc
- [tiktok_duhocdinhcuhuongnghiep#e5f7bbf2] Các vấn đề mà các bạn thường gặp phải khi bạn học IELTS là gì? #ielts #goglobal #studyabroad #visa #duhoc #dinhcu #linhukgoglobal
- [tiktok_duhocdinhcuhuongnghiep#65f83835] Lovely Piano
- [tiktok_duhocdinhcuhuongnghiep#a86c9109] Với học sinh cấp 3 hệ quốc tế như IB/A-Level, các môn học được chia tương đối khác so với chương trình phổ th

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, 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=61, 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: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 13
- 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_duhocdinhcuhuongnghiep
- Request removal: https://koinonlink.com/claim?k=tiktok_duhocdinhcuhuongnghiep
- Terms: https://koinonlink.com/for-ai