Automated Campaign Execution
The integrated system triggers marketing actions when specific user threshold conditions
- Personalized recommendations
- Multi-channel ad placement
- Dynamic discount offers
Early implementations show 18-35% improvement
In the digital commerce era, integrating user data from multiple e-commerce platforms and shopping agent websites into spreadsheet applications
Our spreadsheet-based system collects three primary data categories from e-marketplaces (Amazon, eBay, Taobao)shopping agent platforms (Superbuy, Bhiner):
The import/sync functions enable real-time data updates through platform APIs and web scraping tools configured directly within the spreadsheet environment.
Using spreadsheet-embedded script functions (Google Apps Script/Python macros), we implement:
RFM analysis
cluster analysis
product review sentiment| User ID | Value Segment | Category Preference | Price Sensitivity |
|---|---|---|---|
| U10042 | High-value repeat | Electronics | Low (Premium focus) |
The integrated system triggers marketing actions when specific user threshold conditions
Early implementations show 18-35% improvement
A beauty brand using this approach archived:
42% higher campaign ROIThis spreadsheet-centric solution democratizes big consumer analytics for small/medium merchants, providing:
Cost-effective alternative to enterprise CDP systems
Flexible integration with existing marketing workflows
Visual data exploration through conditional formatting/native charts
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