Data Collection Services
Fast multi-source data acquisition. If it's visible, we can collect it. Standardized delivery makes your data immediately usable.
Collect structured data from major websites, app APIs, and mini-program scenarios across different platforms.
If data is visible on the page, we can collect it reliably, including list pages, detail pages, and dynamic content.
From thousands to hundreds of thousands of records, we support both short-term tasks and long-running projects.
Deliver in Excel / CSV / JSON with clear fields and structured formats, ready for analysis or system integration.
Built for reliable data collection
We focus on high-quality data extraction and structured delivery, helping teams eliminate manual data gathering and improve execution efficiency.
With stable collection methods and standardized data processing workflows, fragmented raw information becomes usable data outcomes.
Capability Overview
- Supported channels: Web / App / Mini-program
- Data types: Products, reviews, company records, tenders, sentiment, pricing, job listings, and content data
- Data scale: Thousands to hundreds of thousands of records
- Delivery formats: Excel / CSV / JSON
- Deliverables: Clean dataset + field dictionary
Core Capabilities
Multi-source collection
- Supports static and dynamic pages
- Supports API extraction and complex structure parsing
- Handles common anti-bot limitations
Data cleaning and structuring
- Unified field naming and formatting
- Deduplication and anomaly handling
- Normalized datetime, amount, and text formats
- Missing-value marking and notes
Delivery standard
- Field definition document
- Analysis-ready tabular structure
- Standard format for databases or downstream systems
Typical Use Cases
- Academic and research data collection
- E-commerce product and review analysis
- Market research and public sentiment tracking
- Company and tender intelligence aggregation
- Competitive and operations data analysis
Our goal is not just to “collect data”, but to deliver data you can use immediately.
See it in action
From data extraction to structured cleaning, we provide one-stop delivery for practical data assets.
Ready to turn data into decisions?
Tell us your data requirements and get a practical, production-ready solution.