# Minh Hằng bán hàng 1 (@minhhangbanhang) on tiktok

- id: koinon:creator:tiktok_minhhangbanhang
- url: https://koinonlink.com/kol/tiktok/minhhangbanhang
- schema_version: 1.4

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

## Reach
- followers: 142498
- following: 34
- posts_total: 1432
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: 0.85
- category_source: derived_from_recent_content
- topics: 平价服饰推荐, 美妆产品试色, TikTok潮流单品, 腰带和发夹配件

## Audience (inferred)
- status: present
- description: Young female consumers in Vietnam who are regular shoppers interested in affordable fashion, beauty products, and accessories
- roles: consumer
- seniority: consumer
- pain_points: Want to find stylish clothing and makeup with good quality for just a few dozen dollars, Don’t know which colors and styles suit their personal taste, Looking for trendy small items like hair clips, belts, and T-shirts
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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_minhhangbanhang#382d59ce] Giá mấy chục nhưng xịn cỡ này #xuhuongtiktok (https://www.tiktok.com/@minhhangbanhang)
- [tiktok_minhhangbanhang#792c00b7] original sound - minhhangbanhang
- [tiktok_minhhangbanhang#f751ea56] It is a becoming a big trend on TikTok now! Click here: xuhuongtiktok
- [tiktok_minhhangbanhang#fc3a8878] Check out Minh Hằng bán hàng 1’s video! #TikTok >
- [tiktok_minhhangbanhang#4fc9430b] nhớ xưa còn nói #vothidiemhang #xuhuongtiktok
- [tiktok_minhhangbanhang#79ef1500] original sound - gf._tks
- [tiktok_minhhangbanhang#4015641f] Bánh Mì Không?
- [tiktok_minhhangbanhang#290b950c] mê em đai này #vothidiemhang

## 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=62, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=62, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=62, 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=62, 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=62, 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: 62
- audience_updated_days_ago: 62

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