# Bonda Maiya (@bondamaiya) on tiktok

- id: koinon:creator:tiktok_bondamaiya
- url: https://koinonlink.com/kol/tiktok/bondamaiya
- schema_version: 1.4

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

## Reach
- followers: 42762
- following: 3214
- posts_observed: 1
- 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: fashion
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Bag and pouch hauls, Affordable fashion and clothing, Shoes and activewear, Mini gadgets and home items, Brand discount campaigns

## Audience (inferred)
- status: present
- description: Southeast Asian women (mainly Malaysia/Thailand) seeking affordable everyday fashion, bags, shoes and small gadgets
- roles: consumer
- seniority: consumer
- pain_points: Finding cute, practical bags and pouches that are cheap and easy to carry daily, Wanting comfortable, stylish clothing and shoes without spending much, Needing compact portable gadgets like mini fans, power banks and projectors for home or travel, Looking for quick unboxing-style recommendations before buying on TikTok Shop
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.3
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 52
- authenticity_basis: profile_shape_only
- credibility_score: 52
- 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_bondamaiya#2079d2f0] Cuteeessyyyy 🌸 #bagsmart #pouch #minibag #pouchbag #keychain / To the Beat / 🎒 #PackandGoChallenge ✨ (https://www.tiktok.com/@bondamaiya)
- [tiktok_bondamaiya#94df824e] 📚 BAGSMART ชาเลนจ์เปิดเทอม｜Carry smarter, Campus bound 🎓
- [tiktok_bondamaiya#0bf26938] 🗓️ 8-10 พ.ค. 69 📅
- [tiktok_bondamaiya#f57606de] 🏫 เปิดเทอมใหม่ เริ่มต้นด้วยการจัดกระเป๋าอย่างชาญฉลาด!
- [tiktok_bondamaiya#6e2cfde8] ชวนคุณมาแชลเลนจ์จัดกระเป๋ากับ BAGSMART 🧳
- [tiktok_bondamaiya#0dc6f737] ไม่ว่าจะเป็นจัดของไปเรียน 📖 เดินทางรอบมหาวิทยาลัย 🚶‍♂️
- [tiktok_bondamaiya#531e0858] เปลี่ยนลุค 👗 หรือทดสอบเรื่องกันน้ำ 💧 และน้ำหนัก ⚖️
- [tiktok_bondamaiya#7e8384d8] ถ่ายคลิปติด #PackandGoChallenge และ #BAGSMARTTH 🎬

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=67, 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=67, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=90, 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=67, 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=90, 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=90, method=platform_profile

## Freshness
- profile_checked_days_ago: 90
- content_analysed_days_ago: 67
- audience_updated_days_ago: 67

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