Case Studies: Problem → Tracking Setup → Campaign Action → Result
Below is the exact four-stage engineering and campaign methodology applied to eCommerce and lead-generation accounts. Numerical client performance figures use explicit launch placeholders until client sign-off.
DTC eCommerce: Fixing Cross-Domain Checkout Loss & Scaling Shopping
1. The Problem
Browser-only pixels and external PayPal/Shop Pay redirects dropped attribution on returning mobile shoppers, causing Ads Manager and GA4 to under-report real checkout orders.
2. Tracking Setup
Deployed a custom `dataLayer` with deterministic `event_id` keys routed through a Cloudflare first-party subdomain to Stape sGTM, Meta CAPI, and Google Enhanced Conversions.
3. Campaign Action
Consolidated fragmented Meta ad sets into a single scaling structure with a 3x3 creative testing sandbox, and segmented Google PMax asset groups by product gross margin.
4. Verified Result Slot
B2B & High-Ticket Lead Gen: Server-Side Offline Conversion Sync
1. The Problem
Google Search and Meta Lead Ads optimized for raw front-end form submissions, spending budget on unqualified prospects who never booked a sales call.
2. Tracking Setup
Captured `gclid`, `wbraid`, `fbclid`, `fbc`, and `fbp` in hidden form fields and configured CRM webhooks to fire server-side events only when a lead became Sales-Qualified (SQL).
3. Campaign Action
Demoted raw form fills to secondary observation metrics and switched primary bidding to qualified SQL pipeline value across Google Search and Meta.