# Must yakin - Review (@mustyakin) on tiktok

- id: koinon:creator:tiktok_mustyakin
- url: https://koinonlink.com/kol/tiktok/mustyakin
- schema_version: 1.4

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

## Reach
- followers: 4012
- following: 1886
- posts_total: 565
- posts_observed: 3
- 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: ecommerce
- subcategory: ecom_ads
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Mechanical keyboard murah, Wireless mouse gaming/kerja, Mic + soundcard untuk live/karaoke, Aksesoris HP (charger, OTG, cooler), TWS/headset bluetooth murah, Setup kantor/gaming budget
- bio: 🔹Ada pertanyaan? Inbox aja.
🔹Barang yang kita review ada di
     showcase boleh cek dulu

🔸Diralang reupload di plaform manapun

## Audience (inferred)
- status: present
- description: Budget-conscious Indonesian consumers (mostly young adults/students) buying affordable gaming and office peripherals
- roles: consumer
- seniority: consumer
- pain_points: Mencari keyboard mekanikal murah yang solid dan enak dipakai kerja/gaming, Membutuhkan mouse wireless murah dengan koneksi stabil dan baterai awet, Ingin mic + soundcard murah untuk streaming atau karaoke tanpa delay, Mencari aksesoris HP/laptop murah seperti charger, OTG, dan cooler yang reliable
- posts_analysed: 46
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.5
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- 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_mustyakin#0d50c1f8] KEYBOARD kantor Rekomendasi keyboard mobilador buat kerja rasa mekanikal #keyboard #keyboardgaming #mobilador #keyboardkantor #mechanical (https://www.tiktok.com/@mustyakin)
- [tiktok_mustyakin#7384ac80] original sound - mustyakin
- [tiktok_mustyakin#a9de370d] It is a becoming a big trend on TikTok now! Click here: keyboard
- [tiktok_mustyakin#8220fe91] Check out Must yakin - Review’s video! #TikTok >
- [tiktok_mustyakin#f1d64eec] KURSI BELAJAR EMPUK Rekomendasi kursi murah kualitas mantap #kursi #kursirias #kursibelajar #kursigaming #kursitamu
- [tiktok_mustyakin#2420b0ae] MIC + SOUNDCARD buat live streaming dan karaokean rekomrndasi viral #microphone #micsoundcard #soundcard #mickaraoke #micdynamic
- [tiktok_mustyakin#68fdbded] MOUSE WIRELESS Rekomendasi Mouse buat Gaming mobilador dan mouse kerja kantor #mouse #mousegaming #mousewireless #mousebluetooth #mobilador
- [tiktok_mustyakin#a9677a4a] KEYBOARD MOBILADOR Rekomendasi keyboard mobilador buat kerja rasa mekanikal #keyboard #keyboardgaming #mobilador #keyboard

## 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=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=75, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=75, 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=75, 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=75, 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: 75
- audience_updated_days_ago: 75

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