# Ibusiness (@ibusiness.co) on tiktok

- id: koinon:creator:tiktok_ibusiness.co
- url: https://koinonlink.com/kol/tiktok/ibusiness.co
- schema_version: 1.2

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

## Reach
- followers: 66366
- following: 13
- posts_total: 318
- posts_observed: 7
- 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: finance
- subcategory: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Thai stock market movements and company news, Gold price fluctuations and investment advice, Crypto and Trump-related global impacts, Bank and central bank policy updates, Corporate scandals and fraud cases

## Audience (inferred)
- status: present
- description: Thai retail investors and individuals who actively follow stock market, gold prices, crypto, and local economic news
- roles: consumer
- seniority: consumer
- pain_points: Thai stock market volatility causing repeated losses, Difficulty timing gold and crypto investments amid global events, Lack of clear information on bank policies and corporate scandals, Economic uncertainty from politics and border issues affecting personal wealth
- 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: 63
- authenticity_basis: profile_shape_only
- credibility_score: 63
- 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_ibusiness.co#a19346dd] สันติภาพทรัมป์ เปิด5อันดับ งบกลาโหมโลก ท่ามกลางความขัดแย้งในหลายภูมิภาคทั่วโลก รู้หรือไม่ครับว่าตั้งแต่ปี 2024 โลกกำลังเข้าสู่ยุค “เร่งสะสมอาวุธ-เสริมกำลัง” อย่างจริงจัง โดยสถาบันวิจัยนานาชาติด้านสันติภาพระบุว่า  ค่าใช้จ่ายทางทหารทั่วโลกพุ่งแตะ 2.718 ล้านล้านดอลลาร์ หรือเพิ่มขึ้น (https://www.tiktok.com/@ibusiness.co)
- [tiktok_ibusiness.co#a614f4ad] original sound - ibusiness.co
- [tiktok_ibusiness.co#7d045a27] It is a becoming a big trend on TikTok now! Click here: ibusiness
- [tiktok_ibusiness.co#a4f0fde4] Check out Ibusiness’s video! #TikTok >
- [tiktok_ibusiness.co#125d3304] ไปกันต่อ ไดกิ้นจ่ายโบนัส 7 เดือน บวก1.2หมื่น ได้ข้อยุติเรียบร้อยแล้วระหว่าง ไดกิ้นกับสหภาพแรงงานหลังเจรจาโบนัสกับสวัสดิการไม่ลงตัวสักทีฝั่งบริษัทเสนอ โบนัส 6 เดือน + เงินก้อน 12,000 บาท ฝั่งสหภาพเรียกร้อง 8 เดือน + 28,000 บาท สุดท้าย ทั้งสองฝ่ายก็ยอ

## 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=42, 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=42, 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=42, method=platform_profile

## Freshness
- profile_checked_days_ago: 42
- 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_ibusiness.co
- Request removal: https://koinonlink.com/claim?k=tiktok_ibusiness.co
- Terms: https://koinonlink.com/for-ai