Choose the Right AI-Powered Styling & Outfitting Partner with Confidence

A comprehensive checklist to evaluate vendors for AI-powered outfit generation, personalization, and visual merchandising.

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What You’ll Get​

Shoppers today expect more than just individual product recommendations—they’re looking for fully styled, curated looks that inspire and simplify their shopping journey. To meet these expectations, fashion retailers need an AI-driven styling and outfitting solution that delivers complete, personalized, and visually cohesive experiences across every touchpoint.

That’s where this Vendor Evaluation Checklist comes in.

Whether you’re exploring or shortlisting vendors, this checklist helps you assess solutions across 30 criteria spanning:

  • Core Capabilities & Approach
  • Channel & Touchpoint Coverage
  • Use Case Breadth
  • Shopper Interaction & Control
  • Technology, Flexibility, and Scale
A structured framework to evaluate AI styling vendors
Insight into must-have features for modern outfitting solutions
A tool to help align
cross-functional stakeholders
on vendor priorities
Download the Checklist