# ZORT ระบบจัดการออเดอร์และสต๊อกสินค้า (@ZORTOUT) on youtube

- id: koinon:creator:youtube_zortout
- url: https://koinonlink.com/kol/youtube/ZORTOUT
- schema_version: 1.4

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

## Reach
- followers: 2090
- posts_observed: 1
- 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: 0.9
- category_source: derived_from_recent_content
- topics: ZORT order and inventory management features, Multi-platform e-commerce integration, Profit-loss visibility for online sellers, Case studies with Thai brands (Keychron, coffee companies), Backend system solutions for small businesses
- bio: ZORT ระบบจัดการออเดอร์และสต๊อกสินค้าครบวงจร ที่สามารถเชื่อมต่อกับช่องทางการขายต่าง ๆ ได้ครบครัน ไม่ว่าจะเป็น Lazada, Shopee, ...

## Audience (inferred)
- status: present
- description: Thai online sellers and small e-commerce business owners managing multi-platform sales on Shopee, Lazada and similar channels
- roles: ecom_ops
- seniority: practitioner
- pain_points: Tracking and syncing orders across multiple marketplaces in real time, Maintaining accurate stock levels to avoid overselling or stockouts, Calculating precise profits and losses from online sales, Connecting backend systems with partners and ecosystems
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- 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
- [youtube_zortout#ed3febf3] หลากหลายธุรกิจที่ไว้ใจ ZORT ดูแลธุรกิจ (https://www.youtube.com/@ZORTOUT)
- [youtube_zortout#e78ca80b] ขายของออนไลน์รู้ลึกกำไร - ขาดทุน ครบจบที่ ZORT
- [youtube_zortout#d3adf539] ZORT ระบบจัดการออเดอร์และสต๊อกสินค้า ตอบโจทย์ทุกการขาย
- [youtube_zortout#c92311ce] ZORT ระบบจัดการสต๊อกสินค้า เชื่อมพาร์ทเนอร์ Ecosystem ช่วยให้ทำธุรกิจอย่างคล่องตัว
- [youtube_zortout#3b99c97f] SolveScale by ZORT | ต่อยอดระบบหลังบ้าน กับ เจ้าแห่งการขายกาแฟออนไลน์ The Summer Coffee Company
- [youtube_zortout#9c87fda0] Keychron Thailand จัดการออเดอร์ทุกแพลตฟอร์มด้วยตัวช่วยธุรกิจจาก ZORT #ZORT #KeychronThailand
- [youtube_zortout#5c167019] SolveScale by ZORT | ต่อยอดระบบหลังบ้าน ก้าวสู่แบรนด์ระดับโลก กับ SHU Global
- [youtube_zortout#df3b721d] ป้ายยา 3 ฟีเจอร์ลูกรัก จาก ZORT ตัวจบระบบหลังบ้าน ที่เบเบ้เลือก #วงการเบเบ้ #ZORT

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=69, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=69, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, 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=69, 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=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=69, 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=69, method=platform_profile

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

## AI retrieval
- indexing_requests: 7
- 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=youtube_zortout
- Request removal: https://koinonlink.com/claim?k=youtube_zortout
- Terms: https://koinonlink.com/for-ai