# Thế Bằng (@thebang23) on tiktok

- id: koinon:creator:tiktok_thebang23
- url: https://koinonlink.com/kol/tiktok/thebang23
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: thebang23
- platform_url: https://www.tiktok.com/@thebang23
- country: Vietnam
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3744157
- following: 156
- posts_observed: 1
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.03025
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 247
- best_post_interactions: 887
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Hợp tác Unilever và sản phẩm chăm sóc cá nhân, Thử thách và sự kiện thương hiệu, Lifestyle đi chơi và du lịch, Gợi ý sản phẩm làm đẹp và vệ sinh, Quảng cáo và review hàng tiêu dùng
- bio: Liên hệ quảng cáo
Mail: [contact removed]
👑 W.I.N TEAMS 👑

## Audience (inferred)
- status: present
- description: Young Vietnamese TikTok users, mostly women, who follow lifestyle and beauty content for product recommendations and entertainment
- roles: consumer
- seniority: consumer
- pain_points: Muốn giữ mùi thơm và tươi mát trong thời tiết nóng, Tìm giải pháp giặt giũ nhanh chóng hiệu quả, Muốn sản phẩm chăm sóc cá nhân giá phải chăng dễ dùng, Thích tham gia thử thách và sự kiện nhận quà
- posts_analysed: 82
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- 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_thebang23#b9352119] Đi chơi: ❎ Đi Quay MV: ✅ Nói chứ trời ơi dô “Everland” chơi quên lối về luôn đó!  #Everland #lumen #dulich2026 #winteams (https://www.tiktok.com/@thebang23)
- [tiktok_thebang23#f122f547] original sound - whatevo8
- [tiktok_thebang23#f34b3e87] It is a becoming a big trend on TikTok now! Click here: everland
- [tiktok_thebang23#bb3f1c31] Check out Thế Bằng’s video! #TikTok >
- [tiktok_thebang23#c4acc774] Vấn đề ở đây là… #winteams
- [tiktok_thebang23#2ecd80fb] original sound - huong.trn28
- [tiktok_thebang23#8aaa6799] Nhớ làm gìiiii???  Cameo không từ chối được: @Ninh Anh Bùi @Nguyễn Tùng Dương
- [tiktok_thebang23#9ced013e] original sound - np._nn

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=0.5, freshness_days=76, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 11
- user_triggered_requests: 2
- last_user_triggered_day: 2026-10-22
- 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_thebang23
- Request removal: https://koinonlink.com/claim?k=tiktok_thebang23
- Terms: https://koinonlink.com/for-ai