# INGCO TOOLS Thailand (@ingcothailand) on tiktok

- id: koinon:creator:tiktok_ingcothailand
- url: https://koinonlink.com/kol/tiktok/ingcothailand
- schema_version: 1.3

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

## Reach
- followers: 3450
- following: 29
- posts_total: 68
- posts_observed: 4
- 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: ecommerce
- subcategory: ecom_tools
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: cordless power tools for construction, tool organization and storage solutions, DIY and home improvement tools, professional-grade handheld tools, brand-specific tool combos (INGCO), industrial tool performance and durability
- bio: @ingcothailand 3588 Followers, 29 Following, 5601 Likes - Watch awesome short videos created by INGCO TOOLS Thailand

## Audience (inferred)
- status: present
- description: Thai construction and DIY professionals, small tradespeople, and workshop owners looking for cordless power tools
- roles: ecom_ops
- seniority: practitioner
- pain_points: Hard to find reliable cordless tools that work well in tough job conditions, Struggling with tool organization and storage on-site, Need durable, multi-functional tools that reduce physical effort on job sites
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 46
- authenticity_basis: profile_shape_only
- credibility_score: 46
- 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_ingcothailand#1cceca8f] #เครื่องตยิงคอนกรีต #เครื่องยิงตะปูคอนกรีตไร้สาย #ปืนยิงตะปูไร้สาย #ปืนยิงคอนกรีตไร้สายingco #ingco #ชุดคอมโบIngco (https://www.tiktok.com/@ingcothailand)
- [tiktok_ingcothailand#1cf7a14b] Ordinary Life(1617817)
- [tiktok_ingcothailand#fd724c15] It is a becoming a big trend on TikTok now! Click here: เครื่องตยิงคอนกรีต
- [tiktok_ingcothailand#3e2ce6cf] Check out INGCO TOOLS Thailand’s video! #TikTok >
- [tiktok_ingcothailand#e2eac689] เครื่องยิงแม็กไร้สาย เครื่องยิงตะปูไร้สาย 20v INGCO พกพาสะดวกใช้งานง่าย
- [tiktok_ingcothailand#0560d5de] 一笑江湖（科目三DJ版）
- [tiktok_ingcothailand#eb7bb3ed] 🔥 ยกของหนักให้เป็นเรื่องง่าย! ไม่ต้องออกแรงเยอะ 💪 ใหม่! INGCO เครื่องยกสูญญากาศไร้สาย 20V รุ่น CSCLI20305 เหมาะสำหรับงานช่าง งานติดตั้ง งานกระเบื้อง กระจก และแผ่นวัสดุต่าง ๆ 💥 แรงดูดทรงพลัง ⬆️ แนวตั้งสูงสุด 170 KG ↔️ แนวนอนสูงสุด 60 KG ⚡ ใช้งานไร้สาย ระบบแบตเตอรี่ 20V 📟 หน้าจ

## 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=45, 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=45, 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=45, method=platform_profile

## Freshness
- profile_checked_days_ago: 45
- 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_ingcothailand
- Request removal: https://koinonlink.com/claim?k=tiktok_ingcothailand
- Terms: https://koinonlink.com/for-ai