Turning loyalty into a
measurable growth engine.

Dutchie’s loyalty and marketing tools already helped retailers retain customers through promotions, segmentation, campaigns, and automated workflows. The next opportunity was expanding the platform into acquisition — giving marketing teams a more complete growth toolkit inside the products they already relied on every day.

Role: Lead Product Designer
Platform: Consumer ecommerce+ Retailer web
Timeline: 2 months
Outcome: Shipped referral platform across loyalty ecosystem

They needed a system they could trust.
Not another tool.

Referral programs were often held together through spreadsheets, generic promo codes, and manual operational work. Teams wanted a set-it-and-forget-it solution connected directly to loyalty and marketing workflows — with clear attribution, automated rewards, and visibility into acquisition performance.

unique complexity

  • Multi-location storefronts

  • Varying loyalty structures across retailers

  • Compliance and regulatory constraints

  • Customer abuse and shared accounts

  • Highly mobile purchasing behavior

Referrals weren’t a single user flow. They were an ecosystem.

A successful referral program required experiences across multiple surfaces and user types. Retailers needed tools to configure rewards, define eligibility rules, and manage attribution inside Backoffice. Customers needed simple ways to share links, understand incentives, and redeem rewards without friction. At the same time, the system had to remain flexible enough to support Dutchie’s evolving ecommerce architecture across different retailer storefronts and implementations.


Referrals only work if
retailers trust the data.

Retailers were nervous about fraud, fake accounts, and budtenders exploiting referral rewards. Attribution wasn’t just a reporting feature — it became foundational to product trust.

Through research, we learned teams needed stronger visibility into referral legitimacy, campaign performance, and customer conversion behavior. That insight directly influenced features like revoking referrals, expanded attribution tracking, and analytics that connected referrals back to loyalty engagement and revenue outcomes.


Designing a platform,
not a feature.

Referrals transformed
loyalty into acquisition.

Customers

incentives must feel effortless and immediate

Retailers

attribution confidence is the acutal product

System

design patterns scale features stay isolcated

Growth

Loyalty + acquisition belong in one loop

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