# Laptop Cũ HCM (@laptopcutphcm) on tiktok

- id: koinon:creator:tiktok_laptopcutphcm
- url: https://koinonlink.com/kol/tiktok/laptopcutphcm
- schema_version: 1.4

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

## Reach
- followers: 15040
- following: 10000
- posts_observed: 1
- 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: gaming
- subcategory: mobile
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: Laptop gaming cũ like new RTX 3050/4060/5060, ASUS ROG Strix, TUF, MSI Katana, Lenovo LOQ, Acer Predator, Laptop AI mỏng nhẹ Zenbook OLED, Vivobook, Giá rẻ, bảo hành hãng, full box tại TP.HCM, Test máy và deal hot gaming

## Audience (inferred)
- status: present
- description: Used gaming laptop and AI laptop buyers in Ho Chi Minh City, mainly students, young gamers, and users needing high-performance machines at low prices
- roles: consumer
- seniority: consumer
- pain_points: Looking for a powerful RTX gaming laptop but limited budget under 20-25 million VND, Worried about poor quality used laptops, lack of warranty, or being scammed, Want a like-new laptop with full box, high specs (i7 + RTX 3050/4060) within student budget, Need to physically inspect devices in Tan Phu and compare multiple models before purchasing
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 32
- authenticity_basis: profile_shape_only
- credibility_score: 32
- 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_laptopcutphcm#e6a3b942] Laptop Gaming (https://www.tiktok.com/@laptopcutphcm)
- [tiktok_laptopcutphcm#1c6ab7e6] original sound - laptopcutphcm
- [tiktok_laptopcutphcm#0453793e] Check out Laptop Cũ HCM’s video! #TikTok >
- [tiktok_laptopcutphcm#0e4de5ac] Laptop Gaming Like New Hàng Chính Hãng xài lước còn bảo hành #laptopthunguyen  #GamingOnTikTok
- [tiktok_laptopcutphcm#6a083227] It is a becoming a big trend on TikTok now! Click here: laptopthunguyen
- [tiktok_laptopcutphcm#70d4b559] 🔥 MSI Katana 15 HX RTX 5060 Like New – Tiết kiệm ngay 14 triệu! Laptop gaming cũ TPHCM với Core i7-14650HX, RTX 5060 8GB, RAM 32GB, màn hình QHD 165Hz. Chỉ sử dụng 60 giờ, pin 100%, còn bảo hành MSI Việt Nam đến 2027. 💻 Phù hợp chơi game AAA, AI, Blender, AutoCAD, Revit, Premie
- [tiktok_laptopcutphcm#ac2b384f] ASUS Zenbook 14 OLED Ultr

## 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=71, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=71, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=71, 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=71, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=71, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 71
- audience_updated_days_ago: 71

## AI retrieval
- indexing_requests: 10
- 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_laptopcutphcm
- Request removal: https://koinonlink.com/claim?k=tiktok_laptopcutphcm
- Terms: https://koinonlink.com/for-ai