# Trannie🥑 (@trannie_180) on tiktok

- id: koinon:creator:tiktok_trannie_180
- url: https://koinonlink.com/kol/tiktok/trannie_180
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: trannie_180
- platform_url: https://www.tiktok.com/@trannie_180
- country: Vietnam
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3281
- following: 585
- 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: entertainment
- subcategory: comedy
- category_confidence: 0.87
- category_source: derived_from_recent_content
- topics: AlmondProgress ship, GMM TV fanfests, Fan edits and TikTok sounds, Thai BL idol content
- bio: 🇻🇳💙💚 🇻🇳
Mấy pà lướt gì dọ có gì đâu lướt

## Audience (inferred)
- status: present
- description: Thai BL drama fans and shippers of Almond and Progress/Poomsuwan from GMM TV
- roles: consumer
- seniority: consumer
- pain_points: Waiting for new series or fan events, Scarcity of official couple content, Difficulty accessing high-quality fan edits and sounds
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- 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_trannie_180#a42c292c] Không có em pôket nên ảnh thoại tới wolo luôn rồi #almondprogress #almondbabybigboy #fpy #william (https://www.tiktok.com/@trannie_180)
- [tiktok_trannie_180#47178abc] QKThr
- [tiktok_trannie_180#e137bf0e] It is a becoming a big trend on TikTok now! Click here: almondprogress
- [tiktok_trannie_180#0ec2a27b] Check out Trannie🥑’s video! #TikTok >
- [tiktok_trannie_180#1620d590] Chấp niệm tập gym của tôi với almond #almondprogress #almondbabybigboy #progresspassawish #fpy
- [tiktok_trannie_180#d1d8a905] original sound - ria.na015
- [tiktok_trannie_180#451590d5] Tấu hể quá pôket ơi #almondprogress #gmmstarlympic2025 #ด้อมภภ #fpy
- [tiktok_trannie_180#3a5fb47a] Thời gian trôi qua anh vẫn vậy vẫn tâm cơ như thuở ban đầu #almondprogress #almondbabybigboy #progresspassawish #ponpon #fpy

## 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=66, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=66, 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=66, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=102, 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=66, 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=102, 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=102, method=platform_profile

## Freshness
- profile_checked_days_ago: 102
- content_analysed_days_ago: 66
- audience_updated_days_ago: 66

## AI retrieval
- indexing_requests: 7
- 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_trannie_180
- Request removal: https://koinonlink.com/claim?k=tiktok_trannie_180
- Terms: https://koinonlink.com/for-ai