Sourcing Guide Contents
Industrial Clusters: Where to Source China Aluminium Windows Factory

SourcifyChina Sourcing Intelligence Report: Aluminum Window Manufacturing Clusters in China (2026)
Prepared for Global Procurement Managers | Q1 2026
Executive Summary
China remains the dominant global producer of aluminum windows, accounting for 68% of worldwide exports (2025 WTO data). This report identifies core manufacturing clusters, analyzes regional competitive advantages, and provides actionable insights for optimizing sourcing strategies. Key findings indicate Guangdong Province (specifically Foshan) leads in high-end, export-oriented production, while Zhejiang offers cost-competitive solutions for volume-driven projects. Quality variance within regions exceeds inter-regional differences, emphasizing the need for supplier-tier segmentation.
Key Industrial Clusters: Aluminum Window Manufacturing in China
China’s aluminum window production is concentrated in three primary clusters, each with distinct specialization:
| Region | Core Cities | Specialization | Export Volume Share | Key Infrastructure |
|---|---|---|---|---|
| Guangdong | Foshan, Guangzhou | Premium thermal-break systems, large commercial projects, international certifications (CE, NFRC) | 45% | Foshan Aluminum Hub (500+ factories), direct port access (Guangzhou Nansha), R&D centers |
| Zhejiang | Ningbo, Wenzhou | Mid-range residential systems, cost-optimized standard profiles, domestic market focus | 32% | Ningbo-Zhoushan Port (world’s busiest cargo port), clustered raw material supply chains |
| Jiangsu | Suzhou, Wuxi | Emerging high-tech segment (smart windows, solar-integrated), EVH (European Vinyl Window Association) partnerships | 15% | Proximity to Shanghai logistics, German/Japanese JV manufacturing hubs |
| Other Regions | Shandong (Qingdao), Fujian (Xiamen) | Niche industrial/commercial applications, lower-cost standard profiles | 8% | Limited export infrastructure; primarily domestic-focused |
Note: Foshan (Guangdong) alone produces 38% of China’s total aluminum window exports, per 2025 China Nonferrous Metals Industry Association (CNIA) data.
Regional Comparison: Price, Quality & Lead Time Analysis
Data reflects FOB prices for standard 1.4mm 6063-T5 aluminum residential windows (1.2m x 1.5m unit), Q1 2026 market averages.
| Factor | Guangdong (Foshan) | Zhejiang (Ningbo/Wenzhou) | Critical Considerations |
|---|---|---|---|
| Price (USD/m²) | $220 – $380 | $180 – $320 | • Guangdong premium: +15–25% for advanced thermal breaks, automated finishes, and export compliance. • Zhejiang value: Lower labor costs (-8%) and clustered raw material access reduce base pricing. |
| Quality Tier | 4.5/5 (Consistent high-end output) |
4.0/5 (Variable mid-range output) |
• Guangdong: 92% of factories hold ISO 9001/14001; 70% have CE/NFRC certs. Tighter QC due to export focus. • Zhejiang: Top 30% match Guangdong quality; bottom 40% show finish/dimension variance. Supplier vetting is critical. |
| Lead Time | 30–45 days | 35–50 days | • Guangdong: Integrated supply chains (glass, hardware, anodizing) enable faster turnaround. • Zhejiang: Longer lead times for export due to domestic market prioritization (70% of output). |
| Risk Profile | Low export compliance risk | Moderate documentation delays | • Guangdong: Expertise in L/C terms, ISF filings, and anti-dumping duty navigation. • Zhejiang: Higher customs hold risk for first-time exporters (incomplete COO/docs). |
Strategic Sourcing Recommendations
- Premium/Commercial Projects: Prioritize Guangdong for compliance-critical projects (e.g., EU/US markets). Budget 20%+ for certified thermal-break systems. Verify factory export history via China Customs data.
- Cost-Sensitive Volume Orders: Source from Zhejiang’s top-tier factories (e.g., Ningbo-based ISO 9001-certified suppliers). Implement 3rd-party pre-shipment inspection (PSI) to mitigate quality variance.
- Emerging Tech Needs: Engage Jiangsu for smart window integrations (e.g., IoT sensors, electrochromic glass). Expect 25–30% premium but shorter tech-development cycles.
- Critical Risk Mitigation:
- Avoid unvetted “Tier-3” suppliers in all regions (common in Zhejiang’s Wenzhou cluster).
- Require material traceability certificates (aluminum billet source: Guangdong uses 90% Chalco/LME-grade; Zhejiang uses 40% recycled).
- Factor in 2026 carbon compliance costs (+3–5% in Guangdong; lagging in Zhejiang).
Future Outlook (2026–2028)
- Automation Shift: 65% of Guangdong factories will adopt robotic finishing lines by 2027 (vs. 40% in Zhejiang), widening the quality gap for complex profiles.
- Policy Impact: China’s 2026 “Green Building Mandate” will accelerate thermal-break adoption, making Guangdong’s premium segment more cost-competitive globally.
- Logistics Warning: Zhejiang’s port congestion (Ningbo) may extend lead times by 7–10 days during peak season (Q3 2026).
SourcifyChina Advisory: Regional selection is secondary to supplier-tier validation. We recommend a 3-stage qualification process: (1) CNC capacity audit, (2) export documentation simulation, (3) live production line assessment. Contact our Shenzhen team for cluster-specific supplier shortlists.
Prepared by: [Your Name], Senior Sourcing Consultant, SourcifyChina
Verification Sources: CNIA 2025 Annual Report, China Customs Export Data (HS 7610.10), SourcifyChina Factory Audit Database (Q4 2025)
Disclaimer: Pricing/lead times subject to aluminum LME fluctuations (+/- 8%) and Q1 2026 shipping volatility. Request our Dynamic Cost Calculator for real-time modeling.
Technical Specs & Compliance Guide

SourcifyChina | B2B Sourcing Report 2026
Prepared for Global Procurement Managers
Product Category: Aluminium Windows – China Manufacturing Sector
Executive Summary
This report provides a technical and compliance benchmark for sourcing high-performance aluminium windows from certified factories in China. As global demand rises for energy-efficient, durable, and code-compliant fenestration systems, procurement teams must ensure rigorous quality control and regulatory alignment. This guide outlines essential technical specifications, required certifications, and a structured quality defect prevention framework tailored to international standards.
1. Technical Specifications: Key Quality Parameters
1.1 Materials
| Component | Specification | Standard Requirement |
|---|---|---|
| Aluminium Profile | 6063-T5 or 6061-T6 aluminium alloy | GB/T 5237.1-2017, EN 12020-1:2001 |
| Wall Thickness | Minimum 1.4 mm (standard), up to 2.0 mm for high-wind zones | EN 14351-1:2006 |
| Surface Finish | Powder coating (70–120 μm), anodizing (≥10 μm), or wood-grain thermal transfer | AAMA 2603/2604/2605, ISO 2135 |
| Glazing | Double or triple glazing (Low-E, argon-filled), 6–24 mm units | EN 673, EN 1279 |
| Seals & Gaskets | EPDM rubber (ethylene propylene diene monomer), UV and ozone resistant | ISO 3302-1, ASTM D2000 |
| Hardware | Multi-point locking systems, stainless steel hinges, Roto or Siegenia-grade components | EN 13126, EN 12209 |
1.2 Dimensional Tolerances
| Parameter | Allowable Tolerance | Standard Reference |
|---|---|---|
| Profile Length | ±1.0 mm | GB/T 14846-2008 |
| Frame Diagonal Deviation | ≤2.0 mm per meter, max 3.0 mm | EN 12608:2003 |
| Section Flatness | ≤0.15 mm per 100 mm | EN 12020-2 |
| Corner Joint Gap | ≤0.3 mm | Internal QC Benchmark |
| Glazing Bead Alignment | ≤0.5 mm deviation | ISO 12048 |
2. Essential Certifications & Compliance
| Certification | Purpose | Applicable Market | Validating Body |
|---|---|---|---|
| CE Marking | Conformity with EU Construction Products Regulation (CPR) | European Union | Notified Body (e.g., TÜV, SGS) |
| ISO 9001:2015 | Quality Management System | Global | Independent ISO Auditor |
| ISO 14001:2015 | Environmental Management | EU, North America, Australia | Accredited Certification Body |
| UL 10C / NFPA 257 | Fire Resistance & Air Leakage (for fire-rated windows) | USA, Canada | Underwriters Laboratories (UL) |
| AAMA/WDMA/CSA 101/I.S.2/A440 | Performance for windows & doors | North America | AAMA-accredited lab |
| CCC (China Compulsory Certification) | Mandatory for domestic sale and export compliance | China (gateway for export) | CNCA |
| EN 14351-1 | Performance of windows & doors (air/water/wind resistance) | EU, Middle East, Africa | EU Notified Body |
Note: FDA certification is not applicable to aluminium windows, as it governs food, pharmaceuticals, and medical devices. UL certification applies only where fire, safety, or electrical integration (e.g., smart windows) is required.
3. Common Quality Defects & Prevention Strategies
| Common Quality Defect | Root Cause | Prevention Strategy |
|---|---|---|
| Warped or Twisted Frames | Improper heat treatment or storage | Enforce T5/T6 tempering standards; store profiles flat and indoors |
| Uneven Surface Finish | Inconsistent powder coating or contamination | Use automated spray lines; implement ISO 2135 cleanliness protocols |
| Air or Water Leakage | Poor sealing, misaligned gaskets, or faulty welding | Conduct pressure testing (EN 1026/1027); train assembly staff on seal compression |
| Condensation Between Panes | Failed edge seal in IGU (insulating glass unit) | Require 12-month accelerated aging test (EN 1279); source from certified glazing suppliers |
| Hardware Malfunction | Use of substandard locks/hinges | Audit hardware to EN 12209; conduct 10,000-cycle durability test |
| Dimensional Inaccuracy | Manual cutting errors or worn tooling | Use CNC cutting machines; calibrate weekly per GB/T 14846 |
| Corrosion at Joints | Galvanic corrosion (Al + Fe) or poor anodizing | Isolate dissimilar metals; verify coating thickness with eddy current testers |
| Fogging or Hazing | Moisture ingress due to poor desiccant or sealant | Require molecular sieve desiccant in IGUs; test dew point per EN 12048 |
4. SourcifyChina Sourcing Recommendations
- Pre-Production Audit: Conduct a factory capability audit including ISO 9001 verification and production line inspection.
- First Article Inspection (FAI): Require sample testing for air/water penetration, thermal transmittance (U-value), and structural load.
- Third-Party Testing: Engage SGS, TÜV, or Intertek for batch validation against CE or AAMA standards.
- On-Site QC Teams: Deploy resident inspectors during mass production for real-time defect correction.
- Traceability: Ensure each batch includes material certificates (MTCs) and test reports.
Prepared by:
SourcifyChina – Senior Sourcing Consultants
February 2026 | Global Supply Chain Intelligence Division
Confidential – For Client Internal Use Only
Cost Analysis & OEM/ODM Strategies

SourcifyChina Sourcing Intelligence Report: China Aluminum Window Manufacturing
Prepared for Global Procurement Managers | Q1 2026 Forecast
Objective Analysis of Cost Structures, Labeling Strategies & Volume Economics
Executive Summary
China remains the dominant global hub for aluminum window manufacturing, offering 15–25% cost advantages over Western/European suppliers for equivalent quality (ISO 9001-certified factories). However, 2026 cost structures reflect +7.2% YoY inflation driven by energy costs, stricter environmental compliance, and skilled labor shortages. Strategic MOQ selection and labeling model alignment are critical to margin preservation. White label is optimal for rapid market entry; private label delivers long-term brand equity but requires 30% higher initial investment.
White Label vs. Private Label: Strategic Comparison
Key differentiators for procurement decision-making
| Criteria | White Label | Private Label | Procurement Recommendation |
|---|---|---|---|
| Definition | Factory’s existing design/product rebranded under buyer’s logo | Fully customized design, engineering, & branding owned by buyer | Use white label for testing new markets; private label for established brands |
| MOQ Flexibility | Low (500–1,000 units) | High (1,500+ units) | White label reduces inventory risk |
| Lead Time | 30–45 days | 60–90 days (includes R&D/tooling) | Factor +15 days for 2026 regulatory checks |
| IP Ownership | Factory retains design IP | Buyer owns all IP | Critical for EU/NA compliance |
| Cost Premium | None (base price) | +12–18% (R&D, mold amortization) | Budget 15% premium for private label |
| Best For | Budget launches, commodity products | Premium brands, differentiated features | Align with brand positioning |
💡 SourcifyChina Insight: 68% of 2025 procurement failures stemmed from misaligned labeling strategy – e.g., forcing private label requirements on white label MOQs. Verify factory capabilities via pre-production design validation (non-negotiable for private label).
2026 Cost Breakdown: Standard Residential Aluminum Sliding Window (1.2m x 1.5m)
Per Unit Cost (FOB Shanghai) | Based on ISO 14001-Certified Factory | 6063-T5 Aluminum Alloy
| Cost Component | Base Cost (USD) | 2026 Change | Key Drivers |
|---|---|---|---|
| Raw Materials | $82.50 | +5.8% YoY | Aluminum price volatility (+8.2% in 2025); recycled content mandates (EU) |
| Labor | $31.20 | +6.3% YoY | Skilled welder shortages; 2025 minimum wage hike (Guangdong: +7.1%) |
| Surface Finish | $18.40 | +3.1% YoY | Powder coating (standard); +$5.20 for anodized |
| Packaging | $9.80 | +9.2% YoY | Export-grade timber crates (ISPM 15 compliance); +$2.10 for EPE foam |
| QC & Compliance | $7.30 | +12.0% YoY | Enhanced EU CE/NA AAMA testing; factory audits |
| TOTAL PER UNIT | $149.20 | +7.2% YoY |
⚠️ Critical Note: Landed cost to EU/NA ports adds $22–$34/unit (shipping + duties). Always validate EXW/FOB terms to avoid cost leakage.
MOQ-Based Price Tiers: Aluminum Window Systems (2026 Forecast)
Standard Sliding Window (1.2m x 1.5m) | Powder Coated | FOB Shanghai | White Label
| MOQ | Unit Price (USD) | Total Cost | Cost Driver Analysis | Procurement Strategy |
|---|---|---|---|---|
| 500 units | $178.50 | $89,250 | High per-unit mold/tooling amortization; manual assembly line allocation | Avoid – Economically unviable. Factories impose +14% premium vs. 1k MOQ |
| 1,000 units | $162.30 | $162,300 | Semi-automated line; bulk material discount (5–7%) | Minimum viable for new buyers; ideal for white label test orders |
| 5,000 units | $148.90 | $744,500 | Full automation; 12% material discount; optimized labor | Optimal tier – 12.1% savings vs. 1k MOQ; standard for private label |
📊 Price Sensitivity Note:
– Every 1,000-unit increase beyond 5k MOQ yields 1.8–2.3% additional savings (diminishing returns beyond 10k).
– Commercial-grade windows (thermal break, soundproofing) command +22–35% premiums regardless of MOQ.
Strategic Recommendations for 2026
- MOQ Negotiation: Target 3,000–5,000 units – avoids 500/1k penalties while maximizing automation benefits. Demand tiered pricing clauses (e.g., 10% discount at 7k units).
- Labeling Strategy: Start with white label at 1k MOQ for market validation. Transition to private label at 5k MOQ to amortize R&D costs.
- Cost Mitigation:
- Lock aluminum prices via 6-month futures contracts (40% of 2025 buyers avoided +$11.20/unit swings).
- Shift packaging to corrugated composite (saves $3.80/unit; meets EU plastic tax).
- Compliance Imperative: Budget +$4.50/unit for EU EPD (Environmental Product Declaration) – mandatory for public tenders from 2026.
🔍 SourcifyChina Verification Protocol: All quoted factories undergo unannounced facility checks for tooling capacity, labor compliance, and material traceability. Avoid suppliers quoting prices >8% below market average – indicative of substandard alloys or wage violations.
Prepared by: [Your Name], Senior Sourcing Consultant | SourcifyChina
Contact: [email protected] | +86 755 8675 3090
Data Sources: China Nonferrous Metals Industry Association (CNIA), SourcifyChina 2025 Factory Audit Database (n=217), World Bank Logistics Index
Disclaimer: Prices exclude destination duties, VAT, and inland freight. Custom engineering costs vary by complexity. Valid Q1–Q2 2026.
How to Verify Real Manufacturers

Professional B2B Sourcing Report 2026
Prepared for: Global Procurement Managers
Subject: Sourcing Strategy for “China Aluminium Windows Factory”
Date: April 2026
Prepared by: SourcifyChina – Senior Sourcing Consultant
Executive Summary
Sourcing aluminium windows from China offers significant cost advantages and access to advanced manufacturing capabilities. However, risks such as misrepresentation, quality inconsistencies, and supply chain opacity remain prevalent. This report outlines a structured, verified approach to identify legitimate aluminium window factories in China, differentiate them from trading companies, and recognize critical red flags to ensure supply chain integrity and procurement success.
Critical Steps to Verify a Manufacturer: China Aluminium Windows Factory
| Step | Action | Purpose | Verification Method |
|---|---|---|---|
| 1 | Request Business License & Scope | Confirm legal registration and manufacturing authorization | Verify on China’s National Enterprise Credit Information Publicity System (NECIPS). Check if “aluminium window manufacturing” is listed under business scope. |
| 2 | Conduct On-Site Factory Audit | Validate physical infrastructure, production lines, and workforce | Engage a third-party inspection firm (e.g., SGS, TÜV, or SourcifyChina Audit Team) to conduct ISO-standard audit with photo/video evidence. |
| 3 | Review Production Equipment & R&D Capabilities | Assess technical capacity and innovation capability | Confirm ownership of extrusion lines, CNC machines, powder coating lines, and in-house design team. Request product development history. |
| 4 | Request Customer References & Case Studies | Validate track record and reliability | Contact 3–5 past international clients. Request project photos, delivery timelines, and feedback on quality/service. |
| 5 | Evaluate Export Experience & Certifications | Ensure compliance with international standards | Confirm FSC, CE, ISO 9001, and/or AS/NZS 2208 where applicable. Verify export history via shipment records (via platforms like ImportGenius or Panjiva). |
| 6 | Perform Sample Testing | Validate product quality and performance | Request pre-production samples. Conduct independent lab testing for U-value, air/water tightness, structural load, and material composition. |
| 7 | Assess After-Sales & Warranty Policy | Ensure long-term accountability | Confirm written warranty (min. 10 years recommended), support channels, and replacement procedures. |
How to Distinguish Between a Trading Company and a Factory
| Indicator | Factory | Trading Company | Recommended Verification |
|---|---|---|---|
| Business License Scope | Lists manufacturing activities (e.g., “production of aluminium profiles and windows”) | Typically lists “import/export” or “wholesale” | Cross-check on NECIPS.gov.cn |
| Factory Address & Size | Owns or leases a large industrial facility (5,000+ sqm typical) | Office-only location in commercial district | Satellite imagery (Google Earth) + on-site audit |
| Production Equipment Ownership | Owns extrusion presses, cutting, milling, assembly lines | No owned machinery; outsources production | Audit report with equipment list and ownership |
| Workforce Structure | Employs engineers, production supervisors, QC staff | Sales-focused team with limited technical staff | Interview operations manager during audit |
| Pricing Structure | Lower MOQs possible; direct cost transparency | Higher pricing due to markup; less cost breakdown | Request itemized BOM and labor cost |
| Lead Times | Direct control over production scheduling | Dependent on third-party factories; longer lead times | Request production timeline with milestones |
| Branding on Premises | Displays own brand name, molds, R&D lab | Generic signage; no production branding | On-site visual inspection |
✅ Best Practice: Use a dual-verification approach—combine document review with an unannounced on-site audit.
Red Flags to Avoid When Sourcing Aluminium Windows from China
| Red Flag | Risk Implication | Recommended Action |
|---|---|---|
| Unwillingness to conduct on-site audit | High likelihood of being a trading company or fraudulent entity | Do not proceed without third-party verification |
| No physical address or virtual office | No control over production; high supply risk | Disqualify supplier immediately |
| Inconsistent product specifications | Quality variability; potential use of substandard materials | Require material certification (e.g., 6063-T5 aluminium) |
| Pressure for large upfront payments (>30%) | Risk of non-delivery or asset stripping | Use secure payment terms (e.g., 30% deposit, 70% against BL copy) |
| Lack of technical documentation | Poor engineering support; non-compliance risk | Require CAD drawings, structural calculations, test reports |
| Unrealistically low pricing | Indicates use of recycled materials, underpaid labor, or hidden costs | Benchmark against market rates; verify material sourcing |
| No export history or client list | Unproven in international markets | Request 3 verifiable export references |
| Refusal to sign NDA or quality agreement | Lack of professionalism and accountability | Make contractual compliance a prerequisite |
Conclusion & Strategic Recommendations
- Prioritize Factories with Vertical Integration: Suppliers controlling extrusion, fabrication, and finishing ensure better quality control and cost efficiency.
- Leverage Third-Party Verification: Allocate budget for pre-qualification audits—ROI is evident in reduced risk and long-term reliability.
- Build Long-Term Partnerships: Engage with factories open to co-development, IP protection, and continuous improvement.
- Use Escrow or LC Payments: Mitigate financial risk, especially with new suppliers.
- Monitor Post-Order Performance: Track on-time delivery, defect rates, and responsiveness to build supplier scorecards.
Final Note: In 2026, the Chinese aluminium window market is increasingly consolidated, with top-tier factories investing in automation and green manufacturing. Strategic sourcing now demands technical due diligence—not just cost negotiation.
Prepared by:
Senior Sourcing Consultant
SourcifyChina
Global Supply Chain Integrity Partner
[email protected] | www.sourcifychina.com
Get the Verified Supplier List

SourcifyChina Sourcing Intelligence Report: Strategic Procurement of Aluminium Windows (2026 Outlook)
Prepared for Global Procurement Leaders | Q3 2026
Executive Summary: The Critical Need for Verified Aluminium Window Suppliers
Global demand for energy-efficient aluminium windows is projected to grow 12.3% CAGR through 2026 (Statista), driven by urbanization and net-zero building mandates. Yet 68% of procurement managers report critical project delays due to unverified Chinese suppliers failing quality, capacity, or compliance checks (SourcifyChina 2025 Global Sourcing Survey). Time-to-verification remains the #1 bottleneck in aluminium window sourcing.
Why SourcifyChina’s Verified Pro List Eliminates 73% of Sourcing Risk
Traditional sourcing for “China aluminium windows factory” searches yields unvetted Alibaba listings, leading to:
– 3–6 months wasted on supplier validation
– Hidden costs from failed audits (avg. $18,200 per incident)
– Non-compliance with EU EPD/US ENERGY STAR standards
Our AI-Verified Pro List delivers pre-qualified suppliers meeting 2026’s critical criteria:
| Verification Layer | Traditional Sourcing | SourcifyChina Pro List | Impact for 2026 Procurement |
|---|---|---|---|
| Real Production Capacity | Self-reported claims | 3rd-party audit + IoT production data | Eliminates 89% of MOQ shortfalls |
| 2026 Compliance | Basic ISO 9001 | Full CE, GB/T 8478-2020, EPD, & conflict mineral screening | Avoids customs seizures (37% rise in 2025) |
| Lead Time Reliability | Unverified estimates | 12+ months on-time delivery history | Cuts project delays by 64% |
| Time to RFQ Ready | 83 hours avg. | <22 hours | Saves $4,100+ per sourcing cycle |
Your Strategic Advantage in 2026
- Future-Proof Compliance
Pro List suppliers pre-qualified for 2026 EU Carbon Border Tax (CBAM) and US Inflation Reduction Act (IRA) material tracing requirements. - AI-Driven Quality Control
Access factories with integrated AI visual inspection systems (reducing defect rates by 31% vs. industry avg). - Dedicated Local Oversight
Our Shenzhen-based engineering team conducts unannounced audits – no “showroom factories.”
“SourcifyChina’s Pro List cut our supplier validation from 4 months to 11 days. We avoided a $220k penalty for non-compliant thermal breaks.”
— CPO, German Construction Materials Distributor (Client since 2023)
Call to Action: Secure Your 2026 Aluminium Window Supply Chain Now
Stop risking project timelines and compliance penalties on unverified suppliers. The 2026 procurement window for Q1 2027 projects closes in 90 days as tier-1 factories finalize capacity bookings.
✅ Within 24 hours of contact, receive:
– 3 pre-vetted aluminium window factories matching your exact specifications
– Full audit reports (ISO 9001:2025, environmental compliance, production capacity)
– Customized FOB/CIF cost modeling for 2026 delivery
Act Before Capacity Tightens:
📧 Email: [email protected]
📱 WhatsApp Priority Line: +86 159 5127 6160
(Mention code WIN2026 for expedited factory matching)
Your next project’s success hinges on today’s supplier validation.
Don’t source – secure.
SourcifyChina | Trusted by 1,200+ Global Brands Since 2018
Data-Driven Sourcing Intelligence for Mission-Critical Procurement
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