eCommerce — Direct-to-Consumer Wellness

DTC Wellness Brand — Florida-Based eCommerce

Anonymized case study. Industry, situation, and results reflect a real DR3AM engagement. Specific client identity protected.
Client Profile

South Florida-based wellness/supplements DTC brand. Started at ~$2M annual revenue with founder-operator + 3-person team. Selling direct via Shopify, with growing Amazon presence.

Starting Situation

Founder had built initial growth through Meta Ads and word-of-mouth. iOS 14+ tracking changes had crushed Meta Ads attribution accuracy — reported ROAS dropped from 5× to 1.8× though actual performance was less affected. Email program existed but underdeveloped (basic welcome series only). No clear customer lifecycle marketing. Average customer LTV underutilized.

The Challenge

How to scale revenue 3× without increasing ad spend proportionally, while solving the post-iOS 14 attribution problem.

Our Approach

Comprehensive eCommerce growth system: server-side tracking (Meta Conversions API), full Klaviyo email and SMS lifecycle marketing, AI product recommendations, conversion rate optimization, and refined paid media targeting.

What We Did

The Implementation

  • Implemented Meta Conversions API for server-side tracking, recovering attribution accuracy
  • Migrated and rebuilt Klaviyo program: welcome series, abandoned cart, browse abandonment, post-purchase, win-back, replenishment, VIP
  • Added SMS marketing layer alongside email for high-value subscriber segments
  • Implemented AI product recommendations (collaborative filtering + dynamic content)
  • CRO improvements: product page redesign, checkout flow optimization, mobile experience overhaul
  • Refined Meta Ads with value-based bidding, customer match audiences, and creative testing at scale
  • Built Amazon brand store and PPC management for marketplace channel growth
  • Subscription program implementation via Recharge with retention messaging
Results

After 18 months

$2M → $7M (250% growth)
Annual revenue
8% → 34% of total revenue
Email-attributed revenue
+85%
Customer LTV
+60%
Repeat purchase rate
4.2× sustained
Meta Ads ROAS (server-side)
28% of customer base
Subscription program penetration
12.4% of abandoned carts
Cart abandonment recovery

Timeline: 18 months. Email program restructure delivered first wins in months 2-3. Compounding revenue growth through months 6-18.

Tactics Used

Strategy Components

Klaviyo Email MarketingServer-Side TrackingAI Product RecommendationsCROMeta Ads OptimizationSubscription Marketing

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