# TIỆM CỦA NÀNG BRIAR (@tiemcuanangbriar) on tiktok

- id: koinon:creator:tiktok_tiemcuanangbriar
- url: https://koinonlink.com/kol/tiktok/tiemcuanangbriar
- schema_version: 1.4

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

## Reach
- followers: 8138
- following: 15
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Hành trình xây kênh của Lương, Cuộc sống hàng ngày và trải nghiệm cá nhân, Quảng bá bột vệ sinh và sản phẩm nhà tắm, Âm nhạc piano ballad, Bán hàng TikTok Shop

## Audience (inferred)
- status: present
- description: Vietnamese TikTok users watching personal vlogs, channel growth series and household cleaning product promotions
- roles: consumer
- seniority: consumer
- pain_points: Tìm sản phẩm vệ sinh nhà cửa hiệu quả và giá rẻ, Theo dõi câu chuyện cá nhân và hành trình xây kênh để giải trí hoặc học hỏi, Kết nối với nội dung cảm xúc, đời thường hàng ngày
- 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: 43
- authenticity_basis: profile_shape_only
- credibility_score: 43
- 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_tiemcuanangbriar#d0b02618] Một bước hai bước bước nhẹ vào trong tim anh ❤️ (https://www.tiktok.com/@tiemcuanangbriar)
- [tiktok_tiemcuanangbriar#4b9861f8] original sound - b0yl0velachanai
- [tiktok_tiemcuanangbriar#d6e8f7a2] Bước Nhẹ Vào Tim Anh  (SS x DJ AM Remix)
- [tiktok_tiemcuanangbriar#99accf94] Check out TIỆM CỦA NÀNG BRIAR’s video! #TikTok >
- [tiktok_tiemcuanangbriar#eae0f9e8] Hành trình xây kênh của Lương tập 42 #phithiluong #lovestory #viendatbriar #botvesinh
- [tiktok_tiemcuanangbriar#e0badf99] original sound - tiemcuanangbriar
- [tiktok_tiemcuanangbriar#b2deba5d] A beautiful and painless piano ballad
- [tiktok_tiemcuanangbriar#707b5431] It is a becoming a big trend on TikTok now! Click here: phithiluong

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, 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=103, 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=103, 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=103, method=platform_profile

## Freshness
- profile_checked_days_ago: 103
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 5
- 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_tiemcuanangbriar
- Request removal: https://koinonlink.com/claim?k=tiktok_tiemcuanangbriar
- Terms: https://koinonlink.com/for-ai