2024 KOTRA VOC Big Data Analysis Overview
The 2024 KOTRA VOC (Voice of Customer) text-based big data analysis is a systematic classification and analysis of customer feedback received throughout the year. Using natural language processing (NLP) technology, key keywords, sentiment analysis, and topic clustering were performed on customer inquiry text to derive insights into Korean companies' overseas expansion needs and directions for improving KOTRA services.
In 2024, Bangladesh's political transition (the collapse of the Hasina government in August) coincided with a global supply chain restructuring, driving an exceptional increase in corporate demand for market intelligence. Of the total 24,850 VOC cases, Bangladesh-related inquiries numbered 312 — a 41% surge versus the previous year.
Keyword Analysis and Inquiry Trends
Analysis of the top keywords extracted from VOC text shows that "buyer discovery," "market research," "certifications and standards," "export procedures," and "local partners" are the most frequently cited core interests. In 2024, inquiries related to "supply chain diversification," "ESG," and "digital transformation" increased significantly compared to the prior year, reflecting corporate interest in changes to the global trade environment.
| Rank | Keyword | Inquiry Count | YoY Change | Primary Related Services |
|---|---|---|---|---|
| 1 | Buyer discovery and matching | 4,520 | +8% | Global Buyer Matching |
| 2 | Market research and trends | 3,890 | +12% | Overseas Market News, Product DB |
| 3 | Certification, standards, customs | 3,150 | +15% | Export Incubator |
| 4 | Export procedures and documents | 2,780 | -3% | Trade Consultation |
| 5 | Local partners and investment | 2,340 | +22% | Investment Attraction |
| 6 | Supply chain diversification | 1,950 | +45% | Overseas Expansion Consulting |
| 7 | ESG and eco-friendly | 1,680 | +38% | ESG Management Support |
| 8 | Digital transformation | 1,420 | +52% | DX Support |
Bangladesh-Related VOC Analysis (312 Cases)
Analyzing the 312 Bangladesh-related VOC cases by quarter: Q1–Q2 was dominated by export opportunity exploration; Q3 (July–September) saw a sharp spike in political crisis risk inquiries; and Q4 (October–December) shifted toward re-entry and trade resumption inquiries following the formation of the interim government.
| Quarter | Cases | Main Topics | Share | Notable Points |
|---|---|---|---|---|
| Q1 (Jan–Mar) | 72 cases | Garments and export opportunities | 23% | Confirmed RMG subsidiary material demand |
| Q2 (Apr–Jun) | 68 cases | Infrastructure and buyer discovery | 22% | Increased GPP participation inquiries |
| Q3 (Jul–Sep) | 98 cases | Political risk and safety | 31% | Surged after August regime change |
| Q4 (Oct–Dec) | 74 cases | Re-entry and trade resumption | 24% | Normalization expected under interim government |
Political Transition Period VOC Surge Analysis
Bangladesh-related VOC surged sharply during the July–August 2024 collapse of the Hasina government. Risk inquiries reached a record high of +180%, and the swift response by KOTRA's Dhaka Trade Center helped Korean companies minimize losses. From October onward, re-entry inquiries increased, signaling normalization.
Service Improvement Implications and 2025 Response Direction
| Improvement Task | Underlying VOC | Current Situation | Improvement Goal | 2025 Action |
|---|---|---|---|---|
| Customized Information Curation | 4,520 buyer discovery cases | General news provision | Tailored by industry and company size | Introduce AI curation |
| Digital Service Enhancement | DX inquiries +52% | Phone and email centered | Online consultation platform | Expand chatbot nationwide |
| Early Risk Warning | Political risk +180% | Reactive response focus | Proactive monitoring | Build emergency SMS system |
| ESG Consulting Launch | ESG inquiries +38% | No dedicated service | ESG dedicated consultation team | Publish ESG guide |
| Bangladesh Dedicated Support | Bangladesh VOC +41% | Integrated South Asia coverage | Bangladesh dedicated team | Strengthen Dhaka Trade Center |