# Nguyễn Tất Kiểm (@stevekiem) on tiktok

- id: koinon:creator:tiktok_stevekiem
- url: https://koinonlink.com/kol/tiktok/stevekiem
- schema_version: 1.4

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

## Reach
- followers: 106314
- following: 23
- posts_total: 426
- posts_observed: 42
- 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: software
- subcategory: martech
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Marketing effectiveness and common mistakes, AI adoption in business, Content creation and sustainability, Personal development and avoiding burnout, Leadership and building systems

## Audience (inferred)
- status: present
- description: Vietnamese small business owners, marketers and aspiring entrepreneurs in their 20s-30s looking for marketing, content and AI advice
- roles: content
- seniority: practitioner
- pain_points: Low video views and struggling to grow TikTok channels sustainably, Uncertainty about whether AI will replace their jobs or marketing roles, Building repeatable business systems instead of doing repetitive manual work, Creating content that actually converts rather than just entertains
- 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: 65
- authenticity_basis: profile_shape_only
- credibility_score: 65
- 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_stevekiem#a6111c0c] :( #bongda #bongdavietnam (https://www.tiktok.com/@stevekiem)
- [tiktok_stevekiem#a63b80ef] Sad Hamster
- [tiktok_stevekiem#78d11cbc] It is a becoming a big trend on TikTok now! Click here: bongda
- [tiktok_stevekiem#82747f28] Check out Nguyễn Tất Kiểm’s video! #TikTok >
- [tiktok_stevekiem#7474e491] Bạn cần nó chứ ?
- [tiktok_stevekiem#07ce08f3] Minimalism Ambient
- [tiktok_stevekiem#1db6e967] Nhờ anh em phân biệt cho tôi với :((
- [tiktok_stevekiem#0af3bbc8] Full Laughing

## 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=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=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=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: 62
- audience_updated_days_ago: 62

## AI retrieval
- indexing_requests: 11
- 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_stevekiem
- Request removal: https://koinonlink.com/claim?k=tiktok_stevekiem
- Terms: https://koinonlink.com/for-ai