The Challenge: Tying Digital Marketing to In-Store Sales in a Privacy-First World

Keong Saik Bakery, a celebrated name in Singapore's culinary landscape, faced a persistent challenge: connecting its online marketing efforts to tangible, in-store results. In an era of increasing data privacy restrictions, the bakery needed a robust system that could not only prove the profitability of their ad spend but also nurture new leads into becoming loyal, repeat customers. This is a challenge common across the F&B sector in Singapore, where digital-to-physical attribution remains a critical unsolved problem.

Our Solution: An End-to-End Automated Customer Journey Funnel

Diagram showing the full customer journey automation flow

We designed and implemented a bespoke digital-to-physical system that manages the entire customer lifecycle—from the first ad click to their second online purchase and beyond. Our approach was built on a foundation of enterprise-grade technology, structured automation, and compliance.

High-Efficiency "Pilot" Campaign

We launched a hyper-targeted ad campaign with a minimal budget, focusing on a specific local audience to maximize the initial investment.

The Redemption Engine

The core of our strategy was a proprietary system that goes far beyond a simple landing page. It was engineered to maximize both redemption rates and long-term value:

  • Precision Ad Attribution: We implemented the Facebook Conversions API (CAPI), sending secure, hashed customer data directly from our server to Meta's. This server-to-server connection provided near-perfect attribution, allowing us to see exactly which ads drove sign-ups, bypassing browser-tracking limitations.
  • Automated Redemption Nurturing: The system doesn't just wait for customers to show up. It automatically sends timely and contextual reminders to users who haven't redeemed their offer, boosting the conversion rate from sign-up to in-store visit.
  • Compliance and Security: The entire process was fully PDPA compliant, with mandatory email verification to build a high-quality contact list and unique, single-use codes to prevent offer abuse.
Diagram showing a detailed view of the redemption engine automation

Bridging Offline to Online for Increased LTV

Crucially, the customer journey doesn't end at the store. After a successful in-store redemption, the system automatically triggers a new email sequence designed to introduce the customer to Keong Saik Bakery's online store, encouraging their next purchase to be a direct-to-home delivery.

The Results: A Blueprint for Self-Funding, Compounding Growth

The pilot campaign delivered immediate profit and demonstrated a clear pathway to long-term customer value. This table breaks down the key achievements:

Exceptional & Understated ROI
>$2
The campaign was self-funding from the first transaction, with this figure excluding all subsequent LTV and organic revenue.
Highly Efficient Acquisition
70%
The cost to acquire a new paying customer was far below the break-even point, proving the model is low-risk and highly scalable.
The "Organic Multiplier" Effect
150%
Viral sharing in an online community drove a massive increase in redemptions at zero additional ad cost, validating the offer's appeal.

More Than a Campaign, A Growth Platform

This project equipped Keong Saik Bakery with a repeatable, scalable, and automated framework for new customer acquisition. By leveraging advanced tracking and automation, we delivered a system that not only drives profitable foot traffic but also actively works to increase the lifetime value of every new customer acquired. Businesses interested in similar Meta ads automation can see how n8n powers the same approach across different campaigns.