Objective
The primary goal was to overhaul and standardize the client’s foundational first-party data architecture. By correcting loyalty program tracking, resolving customer identities, and unifying product catalogs, the objective was to transform messy, unusable data into a clean, actionable asset. Success was defined by establishing a reliable data ecosystem capable of driving downstream revenue, improving the shopper experience, and enabling accurate, future-proof marketing execution.
Solutions
Stirista jumped into action, working alongside the client’s IT and Marketing teams to methodically diagnose and resolve each core issue:
- Loyalty Program TrackingOverhaul
- Identified and recovered correct customer email addresses from a secondary source system that tie to loyalty accounts, successfully overwriting the faulty timestamp data that was being captured before and could not be used to contact these customers.
- Merged duplicate loyalty accounts tied to single users, consolidating the user experience.
- Implemented strict system guardrails to prevent future account duplication and data-entry errors.
- POS Identity Resolution
- Repaired broken identity management by extracting partial loyalty account numbers hidden within POS datasets.
- Successfully mapped these fragments back to the master loyalty datasets, effectively resolving and uniting customer identities.
- Product Catalog Standardization
- Developed a comprehensive taxonomy to organize and group SKUs, enabling precise analytics at the category, sub-category, and item levels.
- Standardized these groupings across disparate systems, ensuring parity between Online and Retail Store data environments.
Results
The comprehensive first-party data cleanup initiative had a massive impact on the client’s operational efficiency, marketing execution capabilities, and downstream revenue. With a now-pristine loyalty dataset, accurate customer identity management, and standardized product data, the brand is fully equipped for advanced analytics and targeted marketing.
Ultimately, this foundational overhaul drastically improved the shopper experience, fostering long-term customer retention. By transforming their data from an unusable state into a growth engine, the initiative set the stage for an expanded, ongoing partnership with Stirista focused on strategic customer analytics and high-impact marketing execution.
