# หนุ่มนักออม By คุณหนุ่ย (@noomnugaom) on tiktok

- id: koinon:creator:tiktok_noomnugaom
- url: https://koinonlink.com/kol/tiktok/noomnugaom
- schema_version: 1.4

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

## Reach
- followers: 71384
- following: 117
- 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: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI prompts and tools (ChatGPT, Gemini, Grok), AI Agents and automation for work, Stock investing (Thai stocks, US stocks, TFEX), AI infrastructure, costs, and FinOps, AI news and new model releases
- bio: 💰 หนุ่มนักออม | Finance & AI Creator
📈 หุ้นไทย หุ้นสหรัฐ TFEX
🤖 AI เพื่อการทำงานและสร้างรายได้
📩 ติดต่องาน | วิทยากร | พาร์ทเนอร์

## Audience (inferred)
- status: present
- description: Thai-speaking individuals interested in using AI tools for work productivity, income generation, and personal stock investing
- roles: general_ai
- seniority: practitioner
- pain_points: Using AI only for basic Q&A instead of turning it into a financial or business advisor, Wasting time on repetitive tasks like video editing or prompt refinement that could be automated, AI agents slowing down or forgetting context during long tasks, High AI usage costs and quota limits when scaling work or learning
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 55
- authenticity_basis: profile_shape_only
- credibility_score: 55
- 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_noomnugaom#5b4826ea] #หนุ่มนักออม #AI #tiktok (https://www.tiktok.com/@noomnugaom)
- [tiktok_noomnugaom#335b714a] original sound - noomnugaom
- [tiktok_noomnugaom#3f5d2d72] It is a becoming a big trend on TikTok now! Click here: หนุ่มนักออม
- [tiktok_noomnugaom#146cbd33] Check out หนุ่มนักออม By คุณหนุ่ย’s video! #TikTok >
- [tiktok_noomnugaom#4e341060] 🔥 เปิดแล้ว! TH-AI Passport คนไทยลงทะเบียนรับสิทธิ์ใช้ AI ได้แล้ว ใครยังไม่ได้สมัคร แนะนำว่าอย่ารอครับ 👇🏻 ตอนนี้ TH-AI Passport เปิดระบบให้ลงทะเบียน ยืนยันตัวตน และสร้างบัญชี AiPASS แล้ว สำหรับคนไทยอายุ 15 ปีขึ้นไป โดยโครงการรองรับสูงสุด 5 ล้านสิทธิ์ สิ่งที่น่าสนใจคือ AiPASS เต

## 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=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=59, 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=59, 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=59, 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=59, method=platform_profile

## Freshness
- profile_checked_days_ago: 59
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 9
- 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_noomnugaom
- Request removal: https://koinonlink.com/claim?k=tiktok_noomnugaom
- Terms: https://koinonlink.com/for-ai