# DUAN🌵 (@duan3114) on tiktok

- id: koinon:creator:tiktok_duan3114
- url: https://koinonlink.com/kol/tiktok/duan3114
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: duan3114
- platform_url: https://www.tiktok.com/@duan3114
- country: Malaysia
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 127333
- following: 9125
- posts_total: 547
- posts_observed: 3
- 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: lifestyle
- subcategory: beauty
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Men's perfume recommendations, Women's perfume sets, Affordable luxury scents like Baccarat 540 dupes, TikTok shopping links and promos, Daily wear fragrance reviews

## Audience (inferred)
- status: present
- description: Malay-speaking consumers (mainly Malaysia/Indonesia) shopping for affordable perfumes, both men and women seeking daily elegant scents
- roles: consumer
- seniority: consumer
- pain_points: Finding cheap perfumes that smell premium and last long, Choosing between sweet vs fresh scents to match daily mood, Getting value with combo sets instead of buying single bottles, Locating prayer-friendly or halal daily fragrances
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- 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_duan3114#29d1f5a0] Haruman premium, nampak lebih berkelas. 💫 Bau tahan lama, yakin sepanjang hari. #minyakwangilelaki #perfume #murah #minyakwangi #elegent (https://www.tiktok.com/@duan3114)
- [tiktok_duan3114#e51d1115] Murah Nih Bos!
- [tiktok_duan3114#607cffcf] It is a becoming a big trend on TikTok now! Click here: minyakwangilelaki
- [tiktok_duan3114#41e7f379] Check out DUAN🌵’s video! #TikTok >
- [tiktok_duan3114#d214fd04] Kalau tengah cari perfume yang sedap dan berbaloi, yang ni memang patut cuba. Klik link sekarang ya.  #minyakwangilelaki #elegent #elegentstyle #wangisangat #perfeum
- [tiktok_duan3114#addb57a4] Eh, dua bau ni memang menarik perhatian! 🌸 Satu sweet, satu lagi fresh.  🥰 Ikut mood, pilih je yang rasa paling ngam. #perfumevilily #setcombo #perfumeperempuan #perfume #elegantstyle
- [tiktok_duan3114#56484d32] Cantik Berkelas
- [tiktok_duan3114#6a359b3a] Fresh & maskulin, tak terlalu kuat.✨ Bau clean yang nampak elegan.💛 Berkenan? Jom klik Beg Kuning! 🛍️ #bakarat540 #perfumelelaki #elegant #elegantstyle #

## 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=92, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- 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_duan3114
- Request removal: https://koinonlink.com/claim?k=tiktok_duan3114
- Terms: https://koinonlink.com/for-ai