# ครูหนึ่งสอนดี (@kru1d) on tiktok

- id: koinon:creator:tiktok_kru1d
- url: https://koinonlink.com/kol/tiktok/kru1d
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: kru1d
- platform_url: https://www.tiktok.com/@kru1d
- country: Thailand
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 7855210
- following: 15
- posts_observed: 1
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.05886
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 34825
- best_post_interactions: 97642
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI prompt engineering and ChatGPT basics, TikTok content creation and scripting with AI, Scam prevention and fake video warnings, Tech troubleshooting for phones, chargers, and apps, AI for customer service and business tasks
- bio: มิใช่แค่ผู้สอน แต่คือผู้สร้าง : เรื่องราวของครู 
ผู้ที่เชื่อในพลังของ "การให้"

## Audience (inferred)
- status: present
- description: Thai TikTok users who are beginners learning AI tools like ChatGPT for content creation and online selling
- roles: general_ai
- seniority: learner
- pain_points: Falling for scams using copied TikTok videos selling fake products, Struggling with basic AI prompts and ChatGPT usage as complete beginners, Time-consuming manual content ideation, scripting, and customer replies, Everyday phone/app issues like LINE notifications, charging, and freezing
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: engagement_observed
- credibility_score: 58
- 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_kru1d#c0555407] โดนหลอกกันมาเยอะใช่ไหมครับ? 😅 ท้อใจกับคลิปดูด คลิปปลอมที่เอามาหลอกขายของไม่ตรงปก... วันนี้มาเจอครูหนึ่งตัวจริงเสียงจริงในไลฟ์สดบน TikTok เท่านั้น!  การันตีของแท้ ตรงปก ใช้งานได้จริงแน่นอน ใครอยากได้ของดีแบบไม่ต้องลุ้น รีบกดเข้ามาที่รูปโปรไฟล์ที่กำลังหมุนอยู่ตอนนี้ได้เลย ก่อนผมจะ (https://www.tiktok.com/@kru1d)
- [tiktok_kru1d#adcfaa8a] original sound - kru1d
- [tiktok_kru1d#6f91a89a] It is a becoming a big trend on TikTok now! Click here: โดนหลอกอีกแล้ว
- [tiktok_kru1d#3495fb62] Check out ครูหนึ่งสอนดี’s video! #TikTok >
- [tiktok_kru1d#9c3b0f14] ⚠️ หยุดฟังด่วน! ก่อนที่คนรอบตัวคุณจะตกเป็นเหยื่อ ⚠️ ตอนนี้มิจฉาชีพกำลังระบาดหนัก แอบดูดคลิปวิดีโอใน TikTok ไปหลอกขายของปลอมข้างนอก! ไม่อยากให้ตัวเรา เพื่อน หรือญาติพี่น้องต้องเสียเงินฟรี ๆ รีบกดเข้ามา ##รู้

## 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=69, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=69, 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=69, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=93, 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=0.5, freshness_days=69, 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=93, 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=93, method=platform_profile

## Freshness
- profile_checked_days_ago: 93
- content_analysed_days_ago: 69
- audience_updated_days_ago: 69

## AI retrieval
- indexing_requests: 16
- 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_kru1d
- Request removal: https://koinonlink.com/claim?k=tiktok_kru1d
- Terms: https://koinonlink.com/for-ai