# Le Bonheur studio th (@lebonheur_studio) on tiktok

- id: koinon:creator:tiktok_lebonheur_studio
- url: https://koinonlink.com/kol/tiktok/lebonheur_studio
- schema_version: 1.4

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

## Reach
- followers: 26381
- following: 149
- 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: ecommerce
- subcategory: dtc_brand
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Handmade sewing products, Small business packing and order fulfillment, Sewing machine reviews and usage, Product launches and restocks, TikTok shop handmade sales
- bio: 🌟 100% handmade 🌟 20 yo w/ small bizz
สนใจสั่งซื้อจิ้มตะกร้าได้เลยค่า🛒

## Audience (inferred)
- status: present
- description: Young Thai female consumers interested in cute handmade accessories and supporting small businesses on TikTok
- roles: consumer
- seniority: consumer
- pain_points: Finding affordable unique handmade pouches wallets and scrunchies, Discovering reliable small handmade sellers on TikTok, Getting practical cute items like makeup bags or camera pouches, Supporting young small business owners with quality handmade goods
- posts_analysed: 100
- confidence: 0.9

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

## Quality signals
- authenticity_score: 49
- authenticity_basis: profile_shape_only
- credibility_score: 49
- flagged_for_review: false
- koinon_bd_grade: B — 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_lebonheur_studio#94d147f9] เข้าปีที่ 3 ของการเย็บผ้า วันนี้มีจักรใหม่แล้วค่า💕🌟  💗ร้านเราต้องสีชมพูเท่านั้น สมมง🌸 ได้น้อง Singer 3223 มา เดี๋ยวมารีวิวนะคะ ขอลองใช้งานน้องก่อน #singerthailand #จักรซิงเกอร์ #unboxing #fyp #เปิดการมองเห็น (https://www.tiktok.com/@lebonheur_studio)
- [tiktok_lebonheur_studio#ccc52338] original sound - audioxluvv
- [tiktok_lebonheur_studio#1f493239] Mac-Up Yo Mind
- [tiktok_lebonheur_studio#ced46c06] It is a becoming a big trend on TikTok now! Click here: singerthailand
- [tiktok_lebonheur_studio#ef53fa88] Check out Le Bonheur studio th’s video! #TikTok >
- [tiktok_lebonheur_studio#0026f61e] หัดเย็บผ้าจากในเน็ต จนตอนนึ้เย็บได้แล้ว555555555 #fyp #lebonheurth #เทรนด์วันนี้ #handmade #เปิดการมองเห็น #sewing #SmallBusiness #เย็บผ้า #sewingtiktok #05 #กระเป๋าเครื่องสําอาง #เปิดการมองเห็น #เทรนด์สีโลก
- [tiktok_lebonheur_studio#a8c41a7c] original sound - jeyybi_on_capcut
- [tiktok_lebonheur_studio#37ec730e] อันนี้เป็นแค่คำแนะนำสำหรับใครที่คิดอยากจะหาอะไรทำน้าา อย่างอื่นก็มีอีกเยอะแยะเลย แล้วแต่ความชอบความถนัดของทุกคนเลยนะคะ #SmallBusiness #ขายของออนไลน์ #tiktok #เย็บผ้า #ธ

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=75, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, 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=79, 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=79, 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=79, method=platform_profile

## Freshness
- profile_checked_days_ago: 79
- content_analysed_days_ago: 75
- audience_updated_days_ago: 75

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