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CASE STUDY

Enabling a Global Apparel Marketplace to Launch with a Structured AI-Ready Seller Ecosystem

DXW enabled a newly launched global apparel marketplace to build a structured, scalable seller ecosystem with governance, catalog standardization, and AI-ready data from day one.

55%+

Catalog Consistency Improvement

2×

Seller Onboarding Maturity

60%

Listing Quality Improvement

40%

Faster Launch Timeline

The Challenge

  • 200+ sellers onboarded at launch but lacked structural consistency
  • Fragmented product catalogs across apparel categories
  • Inconsistent listing quality across sellers
  • Unstructured onboarding and operational workflows
  • AI personalization required clean, structured inputs but data was inconsistent

Customer Overview

A global apparel marketplace launched using Mirakl infrastructure and Bloomreach personalization.

While the technology stack was ready, the platform lacked operational governance, risking poor discoverability, inconsistent customer experience, and scalability challenges.

DXW’s Approach

  • Strengthened seller acquisition workflows aligned to category strategy
  • Introduced structured onboarding frameworks for operational readiness
  • Standardized catalog data across apparel categories
  • Aligned product listings with Mirakl taxonomy structures
  • Enabled AI-ready structured inputs for Bloomreach personalization

Execution Focus

  • Seller acquisition governance with quality benchmarks
  • Platform setup and onboarding discipline
  • Catalog standardization and taxonomy alignment
  • AI-ready listing structure optimization

Business Outcomes

55%

Catalog Consistency Improvement

2×

Onboarding Maturity Increase

60%

Listing Quality Improvement

40%

Faster Launch to Active Trading

35–45%

Catalog Discoverability Improvement

AI-Ready

Structured Inputs for Bloomreach

Area Before DXW After DXW
Catalog Structure Fragmented Standardized taxonomy
Seller Onboarding Unstructured Framework-driven onboarding
Listing Quality Inconsistent 60% improvement
Discoverability Low 35–45% improvement
AI Readiness Unreliable inputs Structured & consistent

“DXW transformed marketplace enablement from a launch activity into a governed, scalable operational framework, enabling structured growth and AI-ready catalog systems from day one.”