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Web + Cloud E-Commerce / Retail

Headless Commerce Migration

Migrated a 200k-SKU Shopify store to a headless Next.js + custom checkout stack, cutting page load by 73% and boosting conversion.

D2C Brand (Confidential) 12 weeks 3 engineers 2024
73% Load improvement
+22% Conversion lift
200k+ SKUs migrated
Tech Stack
Next.jsStripeGraphQLShopify APIsVercelPostgreSQLRedis

The Challenge

A D2C fashion brand with 200k+ SKUs was losing customers to a slow Shopify storefront. Core Web Vitals were in the red, mobile conversion was 1.4%, and the checkout flow had 7 steps. The brand needed a faster experience without losing the Shopify backend they depended on for inventory and order management.

Our Solution

Decoupled the frontend from Shopify entirely using the Storefront API. Built a Next.js App Router storefront with ISR for product pages (revalidation every 5 min), a custom 3-step checkout backed by Stripe, and a Redis-powered cart that survives session loss. Shopify remains the source of truth for inventory and fulfilment.

The Results

LCP dropped from 4.8s to 1.3s. Conversion rate increased from 1.4% to 1.71% (+22%). The new checkout has a 31% lower abandonment rate. All 200k+ SKUs migrated with zero inventory discrepancies.

SYSTEM ARCHITECTURE

Under the Hood: Architecture & Data Flow

Headless e-commerce architecture combining Next.js Incremental Static Regeneration at the edge, an ultra-lean 3-step checkout engine, and resilient Shopify GraphQL synchronization.

Throughput: 200,000+ SKUs catalog
Latency: 1.3s LCP (73% faster)
Storefront & Edge Network
Edge / Web
Headless Next.js App Router Next.js 14 / TypeScript
High-performance headless e-commerce frontend
Incremental Static RegenerationImage Optimization1.3s Largest Contentful Paint
Vercel Global Edge Network Vercel Edge / Cloudflare
Global CDN and edge compute middleware
Sub-50ms TTFBGeo-routing & Local CurrencyAutomatic Brotli Compression
HTTPS / TLS 1.3
Search & Catalog Layer
Ingress & Search
Edge Auth & Routing Middleware Next.js Edge Runtime
User country detection & A/B testing
Zero-Cold-Start RuntimeDynamic Currency DetectionBot Scraping Protection
Internal Mesh / gRPC
Commerce & Payment Services
Compute
Lean 3-Step Checkout Service Node.js / Express
Optimized 3-step mobile checkout
Stripe Payment Request API31% Lower Cart AbandonmentCart Recovery Automation
Shopify Storefront GraphQL Client Shopify Storefront API
Inventory and order sync gateway
GraphQL FederationRate-Limit ThrottlingResilient Circuit Breaker
Persistence & State Sync
Session & Persistence Store
Storage
Persistent Redis Cart State Redis 7 / Upstash
Persistent cross-device shopping cart
7-Day Cart RetentionSub-5ms Item UpdatesSession Recovery
Order Archive & Analytics DB PostgreSQL 15
Order ledger and customer purchase analytics
Webhook Idempotency KeysCustomer LTV TrackingAutomated Daily Backups
Component Details
STEP 1 OF 5
HTTP/3 / TLS 1.3
Headless Next.js App Router Vercel Global Edge Network
Shopper requests page; edge node delivers cached ISR HTML immediately without hitting origin server.
Key Engineering Decisions & Trade-offs
✓ Decoupled Storefront via Next.js ISR

Separating the presentation layer from Shopify backend eliminated liquid template performance bottlenecks and yielded a 73% faster Largest Contentful Paint.

✓ Custom 3-Step Checkout Flow

Eliminating four redundant steps in the native checkout and implementing native 1-tap Apple/Google Pay reduced cart abandonment by 31%.

TECHNICAL DEPTH

Deep Dive Specifications

ISR Strategy

Product pages use Next.js ISR with a 5-minute revalidation window. High-velocity SKUs (top 1k by traffic) are pre-generated at build time. Search uses client-side fetching against a deduplicated Algolia index synced from Shopify webhooks.

Custom Checkout

3-step checkout: Address → Shipping → Payment. Each step is an independent route with state persisted to Redis (7-day TTL). Stripe Elements for card input. Apple Pay and Google Pay enabled via the Payment Request API. Cart recovery emails trigger on step 1 abandonment.

Data Migration

All 200k+ product records migrated via a custom ETL script that reconciled Shopify's metafields, variant options, and media assets. Migration ran in parallel across 8 workers in 4 hours with zero downtime using Shopify API rate-limit awareness.

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