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Coffee Shop Campaign Intelligence
Hard to track product bundles and campaign-driven orders using a traditional database.
Challenge
The shop couldn’t separate campaign-driven orders from regular purchases, nor analyze bundle performance or upsell opportunities.
Solution
Built a custom relational schema for product bundling, campaign tagging, and line-item attribution plus BI dashboards to reveal best-performing combinations and campaign ROI.
Tech Stack
SQL • MySQL • PostgreSQL • Tableau • Power BI
Impact
42 percent more upsells • 70 percent faster reporting • Clear campaign attribution
Ready to Transform Your Business?
Let’s talk about your goals and show you how XBI can help. Your first demo is on us.
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