E-Commerce Consulting
Lucky Moose LLC, for a vertically integrated apparel manufacturer
2025-present
Shopify, Target Plus, 3PL integration, catalog, lifecycle, analytics

Role
Company
Years
Scope

Two apparel brands built from zero — on one set of rails.

21 styles · 320 variants · Shopify, Target Plus, 3PL

1. Situation

A vertically integrated apparel manufacturer with a real factory operation behind it and no direct-to-consumer presence at all: no storefront, no marketplace listings, no system to run a catalog across channels.

The task wasn't fixing an underperforming channel. It was launching a brand from zero — direct and on marketplaces — on infrastructure that could carry a second brand later without being rebuilt.

Then, five months later, the second brand.

2. Diagnosis

Launching omnichannel from scratch isn't three storefronts built side by side. It's a system-of-record problem.

If product data, inventory, and orders don't flow from one source, every channel drifts. Listings fall out of sync, inventory oversells, and reconciliation becomes a daily fire. The thing to get right first isn't any single channel — it's establishing one clean source of truth that everything else runs off. Get it right and each new channel is additive. Get it wrong and every channel you add multiplies the mess.

The test of whether you got it right isn't the first launch. It's the second one.

3. Build

Modern Fold, live March 2026. Shopify as the system of record. Nine parent styles and about 90 variants, each mapped one-to-one to a unique EAN-13 with zero barcode collisions. All nine parents driven to 85–90 content health against Target Plus's 80-point ad-eligibility gate, portfolio average 88. Full Klaviyo lifecycle and SMS architecture. Judge.me reviews integrated to Klaviyo.

Court & Coastal, live August 2026. Twelve styles and 230 variants, on the same Target Plus seller account at no incremental orchestration cost. Ran a full SKU-level diff against the client master and reconciled cost, barcode, and MSRP at 230 of 230 with zero variance — and independently reconstructed two variants missing from the master, which matched exactly when the corrected file arrived.

The 3PL pipe. Built a custom Shopify app in a partner organization for 3PL integration through Celigo — OAuth scope management across 13 of 14 scopes including all fulfillment-order scopes, GraphQL Admin API troubleshooting, and end-to-end fulfillment testing through tracking write-back.

Analytics kept clean. Configured GA4 from scratch via a custom pixel through Shopify Customer Events rather than the standard channel app, keeping the second brand's measurement fully isolated from the first.4. Live now

Reporting that reconciles. Built an 11-tab omnichannel scorecard covering net revenue, orders, sessions, CVR, AOV, ad spend, TACoS, GM%, CM%, ROAS, and return rate by channel — 12,419 formulas running at zero errors, with a documented reconciliation methodology and audit trail.

4. Result

Both brands are live and selling on Target Plus, running off one Shopify system of record and one 3PL integration. 21 styles and 320 variants across the portfolio.

The second brand launched in five months on rails the first one established. Nothing had to be rebuilt.

5. What it shows

Launching omnichannel cleanly is a system-of-record discipline, not a series of storefront builds. Establish one clean source for product data and inventory, and every channel you add compounds instead of fracturing.