Data-Driven Insights Built on Rigorous Methodology
Our research methodology has been refined over a decade of serving industry leaders. We transform raw e-commerce and social data into actionable intelligence through systematic collection, advanced AI processing, and expert validation.
The Depth Behind Our Insights
Our data infrastructure represents years of continuous collection and refinement, providing unparalleled depth for market analysis.
Powering Decisions for 800+ Enterprises
From multinational corporations to emerging brands, industry leaders across FMCG, healthcare, electronics, and retail rely on our methodology for market intelligence.
140+
Team Members
5
Office Locations
10+
Years of Data
800+
Enterprises Served
Covering 75% of top 30 consumer brands with comprehensive market intelligence.
Multi-Source Data Acquisition
We aggregate data from diverse sources to provide comprehensive market coverage and eliminate blind spots in your competitive intelligence.
E-Commerce Sales Data
Transaction-level data from major domestic and international e-commerce platforms, covering all categories and SKUs.
- Monthly sales updates
- Price monitoring
- Historical data since 2016
Social Media Intelligence
Comprehensive social listening across major platforms capturing consumer sentiment and trending topics.
- Sentiment analysis
- Trend detection
- Influencer tracking
Review & Rating Analysis
Structured extraction and analysis of consumer reviews to understand product perception and pain points.
- Opinion mining
- Aspect classification
- Competitive benchmarking
Custom Data Integration
Flexible data collection services tailored to your specific market intelligence requirements.
- Platform-specific scraping
- API integrations
- Historical backfills
AI-Powered Analysis & Human Expertise
Our proprietary algorithms, developed over a decade of R&D, work alongside industry experts to transform raw data into strategic insights.
-
Machine Learning Models Proprietary algorithms for trend prediction, sentiment analysis, and anomaly detection refined on 10+ years of market data.
-
Data Normalization Cross-platform standardization ensuring consistent, comparable metrics across different data sources and time periods.
-
Trend Detection Early identification of emerging market opportunities using our high-growth concept screening algorithms.
-
Expert Validation Industry analysts review and contextualize automated findings to ensure business relevance and accuracy.
AI Capabilities Built Over a Decade
Since 2015, we've developed proprietary machine learning algorithms specifically designed for consumer market intelligence. These capabilities cannot be replicated without years of domain-specific training data.
Growth Detection
Proprietary algorithms identify high-growth concepts, market segments, and emerging brands before they become mainstream.
- High-growth concept screening
- Emerging brand discovery
- Market segment identification
Cross-Platform Intelligence
Unified view across fragmented e-commerce platforms through automated brand aggregation and category normalization.
- Brand identity aggregation
- Category normalization
- SPU-level product matching
Financial Mapping
Connect market performance data to publicly listed companies for investment analysis and corporate intelligence.
- Listed company mapping
- Brand portfolio analysis
- Market share attribution
Ensuring Data Accuracy & Reliability
Our multi-layer validation process ensures the data powering your decisions meets the highest standards of accuracy and reliability.
Fraud Detection
Proprietary algorithms identify and filter fake orders, bot activity, and manipulated content from our datasets.
- Sybil account detection
- Fake order filtering
- Abnormal price filtering
- Advertisement filtering
Data Validation
Automated and manual checks verify data completeness, consistency, and accuracy through cross-platform normalization.
- Anomaly detection
- Cross-platform brand aggregation
- Category normalization
- SPU product matching
Systematic Updates
Differentiated update frequencies optimized for each data type ensure comprehensive market coverage.
- Monthly e-commerce updates
- Daily social monitoring
- Data history back to 2016
Expertise Behind the Methodology
Our methodology is continuously refined by a diverse team of data scientists, engineers, and industry analysts.
Data Engineers
Specialists in data pipeline architecture, quality assurance, and multi-platform integration ensuring clean, reliable data flows.
- Pipeline optimization
- Quality assurance automation
- API development
Data Scientists
Machine learning experts developing proprietary algorithms for trend detection, sentiment analysis, and growth opportunity identification.
- ML model development
- NLP and sentiment analysis
- Predictive analytics
A Trusted Voice in Market Intelligence
Our research methodology and market insights are regularly featured at industry conferences and recognized by brands, distribution channels, and academic institutions across APAC.
-
Industry Conference Speaker Invited to present at leading conferences covering cosmetics, food, healthcare, home appliances, and FMCG sectors.
-
Cross-Industry Partner Recognized partner for brand owners, consulting firms, financial institutions, and government clients.
-
Academic Collaboration Contributing to industry digital transformation through research partnerships and data-driven insights.
Industries We Serve
See Our Methodology in Action
Request a sample dataset to experience the depth and quality of our research methodology firsthand. Our team will walk you through how we can support your specific intelligence needs.