# เด็กกฎหมายขายออนไลน์ (@pang_pwc) on tiktok

- id: koinon:creator:tiktok_pang_pwc
- url: https://koinonlink.com/kol/tiktok/pang_pwc
- schema_version: 1.2

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

## Reach
- followers: 56707
- following: 6170
- posts_total: 635
- 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: 0.95
- category_source: derived_from_recent_content
- topics: Clothing product reviews and try-ons, Wide-leg pants and high-waist styles, OOTD and casual fashion looks, TikTok live selling and promotions

## Audience (inferred)
- status: present
- description: Thai women shopping for affordable, comfortable everyday fashion on TikTok
- roles: consumer
- seniority: consumer
- pain_points: Finding pants that fit well, feel comfortable all day and don't require ironing, Getting stylish looks in multiple sizes without high prices, Keeping up with quick TikTok fashion trends and OOTD ideas
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 62
- authenticity_basis: profile_shape_only
- credibility_score: 62
- 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_pang_pwc#d5f56915] เสื้อไหมพรม ใส่สบายมาก ลัคชู (https://www.tiktok.com/@pang_pwc)
- [tiktok_pang_pwc#ac4fd2d1] original sound - bxnz.jp
- [tiktok_pang_pwc#097255c8] คนสวย
- [tiktok_pang_pwc#cd733ea3] Check out เด็กกฎหมายขายออนไลน์’s video! #TikTok >
- [tiktok_pang_pwc#46d36c64] original sound - pang_pwc
- [tiktok_pang_pwc#a6fa2ac7] original sound - nanatimmapchan
- [tiktok_pang_pwc#41c4d166] ไลฟ์สดช่องนี้งับ@เด็กกฎหมายขายออนไลน์(ช่องรอง)
- [tiktok_pang_pwc#def78322] มี S-XL ผ้าโรเชฟ ผ้ายืดหยุ่น ผ้าไม่ต้องรีด

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=49, 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=0, 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=49, 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=49, method=platform_profile

## Freshness
- profile_checked_days_ago: 49
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_pang_pwc
- Request removal: https://koinonlink.com/claim?k=tiktok_pang_pwc
- Terms: https://koinonlink.com/for-ai