Choosing The Ideal Data Enrichment Partner Choosing The Ideal Data Enrichment Partner

Choosing The Ideal Data Enrichment Partner

Rohan Deuskar

Founder & CEO

Rohan Deuskar is the Founder and CEO of Stylitics, the leading AI-powered outfitting and visual merchandising platform used by over 100 of the world’s top retailers. He writes about the intersection of AI, retail, and shopper inspiration.

Most retailers see data enrichment as a quick fix to clean up attributes, add details, and optimize feeds. In reality, it’s a much larger initiative that impacts how products perform and sell, influencing Google Merchant Center ROAS, on-site search relevance, personalization, marketplace visibility, and readiness for emerging channels like LLM search and visual discovery.

Achieving these results across multiple categories, millions of SKUs, and rapidly evolving channels takes more than a basic solution. It requires a partner with the experience, control, transparency, flexibility, and vision to deliver quick wins while building lasting infrastructure.

Our Data Enrichment RFP Checklist outlines six critical areas retailers often overlook:

  • Strategic Readiness
  • Content Quality & Control
  • Data Transparency
  • Execution Models
  • Content capabilities
  • Futureproofing

Evaluating potential partners through these lenses can help you see whether they’re equipped to meet your current needs and scale with your ambitions.

Have you thought through what it truly takes to deliver enrichment at the scale your business needs?

Complete the form to download the checklist.