# Chàng Bán Kem 👦🏻 (@manhmio2k) on tiktok

- id: koinon:creator:tiktok_manhmio2k
- url: https://koinonlink.com/kol/tiktok/manhmio2k
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: manhmio2k
- platform_url: https://www.tiktok.com/@manhmio2k
- country: Vietnam
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 84554
- following: 3364
- posts_total: 294
- posts_observed: 3
- 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: beauty
- category_confidence: 0.94
- category_source: derived_from_recent_content
- topics: kemtron, trangda, kembody, cách ủ kem body, kết quả dùng kem

## Audience (inferred)
- status: present
- description: Vietnamese women interested in body skin lightening, mainly using at-home body creams
- roles: consumer
- seniority: consumer
- pain_points: Want visibly faster and more noticeable results, Looking for affordable body creams that still deliver results, Unsure about the correct way to apply body cream to avoid irritation, Worried about safety or unclear origins of the products used
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.5
- 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_manhmio2k#d45b8c1e] Da bà nào sài kem không ăn kem, thì áp dụng ngây nha mấy bà🥰 #kemtron #cotthainguyenchat #kembody (https://www.tiktok.com/@manhmio2k)
- [tiktok_manhmio2k#4837652f] Ý Trời Lofi Speed Up _ Trường Lê
- [tiktok_manhmio2k#555246c2] It is a becoming a big trend on TikTok now! Click here: kemtron
- [tiktok_manhmio2k#49964e36] Check out Chàng Bán Kem 👦🏻’s video! #TikTok >
- [tiktok_manhmio2k#0dc95890] Đây là cách mà tui ủ kem mà tui thấy ok nhất nha mấy bà, đơn giản mà độ trắng là khỏi nói luôn nha 😍 #kemtron #cotthainguyenchat #kembody
- [tiktok_manhmio2k#4235b4ce] Mua nhạc độc quyền liên hệ 0775583638
- [tiktok_manhmio2k#e5983b87] Có Duyên Không Nợ - TVT Remix
- [tiktok_manhmio2k#80ba9fa1] Cho e xin ý kiến về chất kem này #kemtron #cotthainguyenchat #kembody

## 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_manhmio2k
- Request removal: https://koinonlink.com/claim?k=tiktok_manhmio2k
- Terms: https://koinonlink.com/for-ai