# หมวยมานี่ (@muaymoneyth) on tiktok

- id: koinon:creator:tiktok_muaymoneyth
- url: https://koinonlink.com/kol/tiktok/muaymoneyth
- schema_version: 1.4

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

## Reach
- followers: 2605
- following: 4
- posts_observed: 1
- 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: dtc_brand
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: 免费POS系统推广, SME小生意起步, 街头/市场卖家工具, QR点单与排队管理, 低成本开店方法
- bio: ระบบPOS บันทึกยอดขาย📊📦💥
ทุกการขายจะง่ายขึ้นด้วย @muaymoney

## Audience (inferred)
- status: present
- description: Thai small SME owners and street vendors/market sellers, solo entrepreneurs just starting out or working with tight budgets
- roles: ecom_ops
- seniority: decision_maker
- pain_points: Extremely limited budget, can't afford expensive POS systems, Manual sales tracking and queue management are chaotic, Worried about tax compliance and hesitant to use digital tools, Want to open shop quickly but lack a simple, free way to record sales
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: profile_shape_only
- credibility_score: 36
- 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_muaymoneyth#af16cbf9] เริ่มทำธุรกิจคุมงบง่ายๆด้วยหมวยมานี่❤️🩵 #pos #สร้างอาชีพ #sme #ธุรกิจ #ขายของ (https://www.tiktok.com/@muaymoneyth)
- [tiktok_muaymoneyth#8b522cac] Everyday/Cute Piano Solo(1512061)
- [tiktok_muaymoneyth#80d4bb8c] It is a becoming a big trend on TikTok now! Click here: pos
- [tiktok_muaymoneyth#718d0d3b] Check out หมวยมานี่’s video! #TikTok >
- [tiktok_muaymoneyth#6b7e645e] Search:
- [tiktok_muaymoneyth#f86be768] เริ่มทําธุรกิจ
- [tiktok_muaymoneyth#fab5d78b] เริ่มทำร้านใช้ระบบPOSฟรีง่ายๆแค่4ขั้นตอน #ขายของ #สร้างอาชีพ #เริ่มต้นธุรกิจ #sme #ธุรกิจ
- [tiktok_muaymoneyth#07c6967a] ลองขายของรูปเเบยใหม่สิ!!

## 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=56, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=56, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=56, 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=56, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=88, 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=56, 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=88, 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=88, method=platform_profile

## Freshness
- profile_checked_days_ago: 88
- content_analysed_days_ago: 56
- audience_updated_days_ago: 56

## AI retrieval
- indexing_requests: 8
- 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_muaymoneyth
- Request removal: https://koinonlink.com/claim?k=tiktok_muaymoneyth
- Terms: https://koinonlink.com/for-ai