# TNW Tech-MY (@tnw_tech_my) on tiktok

- id: koinon:creator:tiktok_tnw_tech_my
- url: https://koinonlink.com/kol/tiktok/tnw_tech_my
- schema_version: 1.4

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

## Reach
- followers: 6791
- following: 1
- posts_total: 20
- posts_observed: 1
- verified: false
- size_tier: nano

## 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: app
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Tripods & selfie sticks with AI tracking, Phone lights and RGB video lights, Wireless microphones with noise cancellation, Gimbals for smooth video, Product sales, promos and live shopping
- bio: @tnw_tech_my 7499 Followers, 1 Following, 404 Likes - Watch awesome short videos created by TNW Tech-MY

## Audience (inferred)
- status: present
- description: TikTok content creators in Malaysia (mostly small or aspiring creators) who film vlogs, lives and short videos and need affordable gear
- roles: content
- seniority: practitioner
- pain_points: Shaky footage when filming alone without help, Bad lighting and unclear audio during lives or vlogs, Hard to find cheap, portable, multi-use equipment that works with phones, Need one-person setup tools like auto-tracking tripods
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 42
- authenticity_basis: profile_shape_only
- credibility_score: 42
- 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_tnw_tech_my#d6cf31fb] 📸 Shoot steady, shoot better! 🎥 TNW Q70 Tripod — 170cm, lightweight aluminium alloy & ready for DSLR, video, live streaming and more! 🔥 Perfect for creators, photographers & everyday shooting 🎬✨ #Tripod #CameraTripod #PhotographyGear #DSLR #ContentCreator #LiveStreaming (https://www.tiktok.com/@tnw_tech_my)
- [tiktok_tnw_tech_my#c580bd9c] Between Waves
- [tiktok_tnw_tech_my#4c8904c6] It is a becoming a big trend on TikTok now! Click here: tripod
- [tiktok_tnw_tech_my#c3f4d101] Check out TNW Tech-MY’s video! #TikTok >
- [tiktok_tnw_tech_my#3ceb960f] POV: Lighting tak cukup? No worries! ✨📱 TNW D31 Magnetic Phone Light 💡 Kecil, portable & senang attach pada phone! ✨ Magnetic design 💡 Fill light untuk video & selfie 🪞 Built-in mirror 🎥 Sesuai untuk TikTok, Live, Vlog & makeup Nak lighting cantik tanpa setup besar? D31 mema

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, 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=59, 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: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 7
- 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_tnw_tech_my
- Request removal: https://koinonlink.com/claim?k=tiktok_tnw_tech_my
- Terms: https://koinonlink.com/for-ai