Case Studies
Real customer cases showing the complete flow from data collection to business decisions
Cross-border E-commerce OPC
E-commerce / 3C Digital
Enterprise
Challenges
- •Manually monitoring 5 competitors' prices, 2-3 hours daily
- •Missing competitor promotions, 20% sales drop
- •Unable to spot market trends, serious inventory backlog
- •No systematic competitor data, pricing by intuition
Solution
Data Collection
Deployed crawlers to monitor 15 competitor SKUs across 5 platforms
- •Hourly collection of price, inventory, promotion info
- •Review sentiment analysis to extract pain points
- •Playwright for dynamic content rendering
Data Processing
Cleaned and structured data, built competitor price database
- •Automatic outlier detection and filtering
- •Price trend calculation (daily/weekly/monthly)
- •Auto-classification of promotion types
Insight Reports
Automated daily competitor monitoring reports
- •Price drop alerts (notify when >5% decrease)
- •Promotion timing analysis
- •Market share estimation and trend prediction
Results
90%
Time Saved
From 3 hours daily to 15 minutes reviewing reports
25%
Sales Increase
Timely promotion strategy follow-up
30%
Inventory Optimization
Reduced dead stock based on trend prediction
"This system freed me from tedious manual monitoring. Now I can focus on product selection and marketing strategy. ROI paid off in the first month."
— OPC Founder
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