# TCL Malaysia (@tclmalaysia) on tiktok

- id: koinon:creator:tiktok_tclmalaysia
- url: https://koinonlink.com/kol/tiktok/tclmalaysia
- schema_version: 1.4

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

## Reach
- followers: 107795
- following: 26
- posts_total: 656
- posts_observed: 2
- 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: supply
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: TCL QLED and Mini LED TV reviews, Washer-dryer and home appliance demos, Factory visits and manufacturing tech, Soundbar and audio upgrades, Budget-friendly portable aircons and fridges

## Audience (inferred)
- status: present
- description: Malaysian consumers shopping for affordable TVs, washing machines, air conditioners, fridges and soundbars
- roles: consumer
- seniority: consumer
- pain_points: Budget too tight for big-screen TVs with decent picture quality, Washing machines or dryers that are noisy or fail to dry clothes in rainy season, Air conditioners that cost too much or lack modern features, TV sound that feels weak and needs cheap upgrade options
- 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: 65
- authenticity_basis: profile_shape_only
- credibility_score: 65
- 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_tclmalaysia#bb5c7f8c] Once you watch on TCL QLED TV, no turning back. And... Now with a whole new upgrade, TCL QLED T6D! #tcl  #tclmalaysia  #tv  #tvreview  #qledtv (https://www.tiktok.com/@tclmalaysia)
- [tiktok_tclmalaysia#901de414] original sound - tclmalaysia
- [tiktok_tclmalaysia#09ae9963] It is a becoming a big trend on TikTok now! Click here: tcl
- [tiktok_tclmalaysia#c64dbdbd] Check out TCL Malaysia’s video! #TikTok >
- [tiktok_tclmalaysia#6b7e645e] Search:
- [tiktok_tclmalaysia#c3656dc8] tcl t6d
- [tiktok_tclmalaysia#cbeba0a4] Nak bajet, tapi tv yg gambar cantik dan saiz besar, TCL 4K UHD - V6C ni, mesti korang boleh dapat. #tclmalaysia  #tvreview  #tvtcl  #tv  #4kuhd
- [tiktok_tclmalaysia#905375af] Positive background music such as play and games(1251730)

## 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: 13
- 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_tclmalaysia
- Request removal: https://koinonlink.com/claim?k=tiktok_tclmalaysia
- Terms: https://koinonlink.com/for-ai