The Control Layer for AI Commerce
Product data is missing the signals AI needs to convert. We build them.
Your product data optimized for every AI surface
AI That Speaks Retail
Better inputs. Better matches. Personalized at scale.
On-Site Search Optimization
Built for modern search platforms including Bloomreach, Algolia, Vertex AI, and OpenSearch. Vody enriches product data with AI-generated attributes, keywords, and taxonomy intelligence to improve search relevance, discovery, and conversion.
Shopping Agents Optimization
Prepare your catalog for AI-powered shopping experiences. Vody structures and enriches product data for Google Merchant Center and emerging shopping agents, helping products surface accurately across AI-driven discovery and recommendation channels.
Ad Performance Optimizaion
Maximize the impact of Performance Max and AI Max campaigns with richer product intelligence. Vody enhances feed quality, fills critical data gaps, and improves product understanding to drive stronger targeting, relevance, and return on ad spend.
Research
Research has always been at the core of what we do at Vody. That’s why we're incredibly proud of our partnership with Dr. Chenyan Xiong’s lab at Carnegie Mellon University—one of the most respected institutions in AI research. In collaboration, we’ve launched two sponsored research projects focused on generative engine optimization and personalization—two of the most urgent frontiers in AI for commerce.
Proven Results in Seven Weeks
Vody offers frictionless data layer integration, industry-specific AI, and measurable business impact—with deployments in as little as seven weeks and ROI in the double-digit millions.
Conversion Rates
Boost in Conversion Rates
Customer Engagement
Increase in Customer Engagement
GMV
Increase in GMV
Our Partners
Get To Know Our Team
Vody was founded by a team of proven leaders in AI, search, and consumer technology who saw firsthand how traditional product catalogs fail modern search and recommendation systems. With decades of experience building scalable, intelligent search infrastructure at companies like Etsy and StyleHaul, the Vody team is reimagining how data is structured for the age of LLMs, agents, and next-gen personalization.
Stephanie Horbaczewski
CEO & Co‑Founder
Stephanie is a serial entrepreneur and co-founder of Vody, drawing on her background in digital content and marketing. Previously, she founded StyleHaul and led it through a successful nine-figure acquisition. With a JD/MBA and experience scaling businesses from the ground up, she brings strategic vision and deep market insight to Vody’s mission of transforming messy product data into AI-ready infrastructure.
Dr. Yubin Kim
Chief Scientist
Yubin is a search and AI expert with a PhD from Carnegie Mellon University, specializing in large-scale information retrieval. She has led applied research and engineering teams at companies including Etsy and UPMC Enterprises. At Vody, she leads our scientific innovation, bridging academic breakthroughs in search with real-world AI product applications.