# เบียร์ไอที ເບຍໄອທີ TeleCorsa (@beertelecorsa) on tiktok

- id: koinon:creator:tiktok_beertelecorsa
- url: https://koinonlink.com/kol/tiktok/beertelecorsa
- schema_version: 1.2

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

## Reach
- followers: 194102
- following: 124
- posts_observed: 1
- verified: false
- size_tier: kol

## 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: software
- subcategory: security
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 网络安全与诈骗防范, Windows系统故障排除, TikTok Shop直播销售技巧, AI工具与硬件评测, IT基础知识科普

## Audience (inferred)
- status: present
- description: Thai TikTok users interested in practical IT tips, cybersecurity warnings, and basic TikTok Shop selling advice
- roles: none
- seniority: learner
- pain_points: 遇到网络诈骗或系统故障时缺乏简单解决方法, TikTok直播带货流量和销量不稳定, 想学习基础IT技能但找不到针对性内容
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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_beertelecorsa#145a3449] เคยหมั่นไส้ CK มาก่อน . . . . ตอนนี้หมั่นเขี้ยว 🫦               …@Ckfastwork @Nattiliiiii #ckfastwork #FastworkBYOB #Fastwork0GP (https://www.tiktok.com/@beertelecorsa)
- [tiktok_beertelecorsa#14ecf6c8] original sound - beertelecorsa
- [tiktok_beertelecorsa#b91aa3ea] It is a becoming a big trend on TikTok now! Click here: ckfastwork
- [tiktok_beertelecorsa#d58a1a5d] Check out เบียร์ไอที ເບຍໄອທີ TeleCorsa’s video! #TikTok >
- [tiktok_beertelecorsa#383b25b2] ประเทศที่มีแฮ็กเกอร์เยอะที่สุดในโลก #เบียร์ไอที #แฮ็กเกอร์ #มิจฉาชีพ #มิจฉาชีพเตือนภัยในtiktok #คอมพิวเตอร์ #windows11 #linux #คอมประกอบ #raspberrypi #รู้รอบไอที #ข่าวไอที #ข่าวไอทีtiktok
- [tiktok_beertelecorsa#f52ccee7] [43วิ] มั่นใจว่า คุณไม่เคยรู้ 6 สิ่ง เกี่ยวกับ Apple Inc #เบียร์ไอที #รู้รอบไอที #เรียนออนไลน์ #ข่าวไอที #ข่าวไอที #มือถือ #ไอโฟน14 #ไอโฟน15 #iphone15 #ไอโฟน14 #ไอโฟน15 #ข่าวมือถือ #apple #appleinc #ipad
- [tiktok_beertelecorsa#f0d647e9] AI ช่วยขายตัวใหม่....ที่ไม่ได้มีดีแค่ตอบแชท . #ChatCommerce #AIChatbot  #ระบบจัดการร้านค้า #แม่ค้าออนไลน์ #ธุร

## 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=13, 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=13, 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=13, method=platform_profile

## Freshness
- profile_checked_days_ago: 13
- 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_beertelecorsa
- Request removal: https://koinonlink.com/claim?k=tiktok_beertelecorsa
- Terms: https://koinonlink.com/for-ai