# hoàng minh (@hoangminheid) on tiktok

- id: koinon:creator:tiktok_hoangminheid
- url: https://koinonlink.com/kol/tiktok/hoangminheid
- schema_version: 1.2

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

## Reach
- followers: 77671
- following: 629
- posts_total: 2489
- posts_observed: 6
- 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: fashion
- category_confidence: 0.7
- category_source: derived_from_recent_content
- topics: máy ảnh cũ giá rẻ, máy cho người mới, thuê máy ảnh, lens khuyến nghị, mẹo chụp ảnh cơ bản

## Audience (inferred)
- status: present
- description: Vietnamese photography beginners and budget buyers interested in used cameras, lenses, and occasional rentals
- roles: consumer
- seniority: learner
- pain_points: Tìm máy ảnh cũ giá rẻ phù hợp người mới, Không biết chọn body hay lens nào cho nhu cầu cơ bản, Muốn thuê máy ngắn hạn nhưng lo chất lượng và giá, Thiếu kiến thức chụp cơ bản như flash, ngược sáng
- 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: 64
- authenticity_basis: profile_shape_only
- credibility_score: 64
- 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_hoangminheid#957adf0a] Bé tí mà zá cao vữ, canon g9x mark ii 🥰📸 (https://www.tiktok.com/@hoangminheid)
- [tiktok_hoangminheid#e09fd466] original sound - hoangminheid
- [tiktok_hoangminheid#831c19eb] Check out hoàng minh’s video! #TikTok >
- [tiktok_hoangminheid#0d4d8b38] Sở thích chụp xe đẹp
- [tiktok_hoangminheid#6e633b26] original sound - kairokeyz
- [tiktok_hoangminheid#547578b3] float 2.0
- [tiktok_hoangminheid#aa285c9a] Cơ bản thôi, đỡ chỉnh 🥰🥰
- [tiktok_hoangminheid#060cd0be] Nghề nào cũng khó mà #hoangminh #mayanhchill #thumuamayanhcu @Máy Ảnh Chill

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=42, 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=0, 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=42, 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=42, method=platform_profile

## Freshness
- profile_checked_days_ago: 42
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_hoangminheid
- Request removal: https://koinonlink.com/claim?k=tiktok_hoangminheid
- Terms: https://koinonlink.com/for-ai