# Thế Hiển ADS (@thehienfbmkt) on tiktok

- id: koinon:creator:tiktok_thehienfbmkt
- url: https://koinonlink.com/kol/tiktok/thehienfbmkt
- schema_version: 1.4

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

## Reach
- followers: 39368
- following: 1
- posts_observed: 4
- 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: software
- subcategory: martech
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Facebook广告账户管理与BM使用, Meta政策更新与账户验证, 低预算广告优化与定位技巧, 行业广告投放（内饰、汽车、地产等）, 广告Scale与安全操作流程

## Audience (inferred)
- status: present
- description: Vietnamese Facebook/Meta ad practitioners and learners, mainly small to medium advertisers, agency campaign operators, and beginners
- roles: ads
- seniority: practitioner
- pain_points: Frequent Meta updates causing account restrictions or verification failures, Avoiding competitor overlap and ineffective targeting with low budgets, Complex management of BM, VIA, Page account systems leading to errors, Beginners focusing only on button-level操作 without understanding the full campaign workflow
- posts_analysed: 40
- confidence: 0.75

## 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: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- 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_thehienfbmkt#3fa3f249] Chạy Quảng Cáo chuyên nghiệp phải biết cái căn bản đầu tiên vào nghề đó là vận hành TKQC, VIA, BM… Chứ không phải đơn giản là việc ADD thẻ, lên CAMP thì đơn giản quá…Với Hiển luôn có lộ trình rõ ràng, ai cũng có thể trở thành ADS thủ chuyên nghiệp👌 #hocchayquangcao #kinhdoanh #b (https://www.tiktok.com/@thehienfbmkt)
- [tiktok_thehienfbmkt#c441be71] 🎶 Chúng tôi không phải số 1, nên sẽ luôn nỗ lực

## 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=69, 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=69, 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=69, method=platform_profile

## Freshness
- profile_checked_days_ago: 69
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

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