# 快快乐乐🥳 (@arlu_life) on tiktok

- id: koinon:creator:tiktok_arlu_life
- url: https://koinonlink.com/kol/tiktok/arlu_life
- schema_version: 1.4

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

## Reach
- followers: 40894
- following: 45
- posts_total: 979
- posts_observed: 2
- verified: false
- size_tier: koc

## 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: 0.85
- category_source: derived_from_recent_content
- topics: 男性女性维生素补充, 护肝茶与养生茶饮, 胶原蛋白美颜产品, 车载家居日用品推荐, 运动服饰与旅行便携好物

## Audience (inferred)
- status: present
- description: TikTok users in Malaysia, typical consumers who buy supplements, beauty products, and household essentials
- roles: consumer
- seniority: consumer
- pain_points: Want affordable ways to boost vitamins, liver support, and collagen but worry about effectiveness, Feel fatigued after late nights or high stress and seek simple, daily wellness routines, Need practical and budget-friendly travel and home essentials, Have diverse skincare and wellness needs for men and women but are limited by budget
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: profile_shape_only
- credibility_score: 60
- 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_arlu_life#74e1c110] 枕头买1送1 大促销 赶快去抢购😍😍 #pillow #枕头 #大促销 #fypp (https://www.tiktok.com/@arlu_life)
- [tiktok_arlu_life#74d7f208] original sound - arlu_life
- [tiktok_arlu_life#b84686ab] It is a becoming a big trend on TikTok now! Click here: pillow
- [tiktok_arlu_life#84e6fd02] Check out 快快乐乐🥳’s video! #TikTok >
- [tiktok_arlu_life#6b7e645e] Search:
- [tiktok_arlu_life#81cebb9e] pillow
- [tiktok_arlu_life#334613ab] 上网也可以买tilam 🩵🩵 这个Modofo床褥，性价比顶顶 👍 #springmattress #homeessentials #床褥推荐 #居家好物 #viralproduct
- [tiktok_arlu_life#b5c92739] 真的不太会形容这个味道 但我觉得 男生的车很适合放这款香膏 🚗✨ #车载香薰 #carperfume #车内好物 #科净威 #fyp

## 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=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, 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=72, 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: 72
- audience_updated_days_ago: 72

## AI retrieval
- indexing_requests: 9
- 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_arlu_life
- Request removal: https://koinonlink.com/claim?k=tiktok_arlu_life
- Terms: https://koinonlink.com/for-ai