# Bích Chân Ngắn (@bichchanngan) on tiktok

- id: koinon:creator:tiktok_bichchanngan
- url: https://koinonlink.com/kol/tiktok/bichchanngan
- schema_version: 1.4

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

## Reach
- followers: 10212
- following: 81
- posts_total: 512
- posts_observed: 2
- 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: lifestyle
- subcategory: food
- category_confidence: 0.92
- category_source: derived_from_recent_content
- topics: Đồ ăn vặt (xúc xích, chuối sấy, bánh tráng), Đồ dùng nhà bếp và decor, Sản phẩm chăm sóc tóc Sunsilk, Nezha, Thùng đá mini và nước rửa chén Sunlight, Sale TikTok Shop giữa tháng
- bio: Live : 20h00 - 23h00

## Audience (inferred)
- status: present
- description: Vietnamese consumers, mainly women and families shopping for affordable snacks, household items and personal care on TikTok Shop
- roles: consumer
- seniority: consumer
- pain_points: Tìm đồ ăn vặt giá rẻ ngon miệng cho cả nhà, Muốn mua đồ dùng nhà bếp và decor nhanh với giá hời, Tìm dầu gội và nước rửa chén tiết kiệm khi sale, Cần sản phẩm giữ đá và chăm sóc tóc đơn giản 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: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- 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_bichchanngan#3bed9b62] Thèm xúc xích chiên nướng , tụ tập, dã ngoại đừng bỏ qua nha các cục vàng #doanvat #xucxich #xucxichxongkhoi #bichchanngan (https://www.tiktok.com/@bichchanngan)
- [tiktok_bichchanngan#85626bf2] original sound - bichchanngan
- [tiktok_bichchanngan#6c63f2e9] It is a becoming a big trend on TikTok now! Click here: doanvat
- [tiktok_bichchanngan#45365292] Check out Bích Chân Ngắn’s video! #TikTok >
- [tiktok_bichchanngan#955ba8f1] Xúc xích xong khói thơm ngon cho các cục vàng dã ngoại tụ tập kkk. #doanvat #xucxichxongkhoi #bichchanngan
- [tiktok_bichchanngan#3f166a5f] Giòn thơm, ngọt dịu sấy mộc không đường nha các tềnh yêu.#doanvat #chuoisaykhongduong #bichchanngan
- [tiktok_bichchanngan#6a476756] Giòn thơm, ngọt dịu ăn bắt miệng lắm mí bà ơi.#doanvat #chuoisaykhongduong #bichchanngan
- [tiktok_bichchanngan#c6e6c03a] Chuối sấy mộc, khoai lang sấy mộc ăn vặt nha cả nhà ơi #doanvat #chuoisaykhongduong #bichchanngan

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=68, 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=68, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=68, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 68
- audience_updated_days_ago: 68

## AI retrieval
- indexing_requests: 9
- 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_bichchanngan
- Request removal: https://koinonlink.com/claim?k=tiktok_bichchanngan
- Terms: https://koinonlink.com/for-ai