New solution structures and enriches fragmented product data to help brands and retailers fuel AI discovery, recommendations, and agentic commerce
NielsenIQ announced the launch of NIQ Product Intelligence, a new solution designed to help retailers and brands transform fragmented product data into structured, interoperable intelligence that fuels AI-driven commerce.
As AI increasingly shapes how consumers discover, evaluate, and purchase products, the quality and completeness of product data have become a defining competitive advantage. In AI-mediated commerce environments, products that lack structured, enriched, and machine-readable data risk becoming invisible to recommendation engines, AI assistants, and autonomous purchasing agents.
NIQ Product Intelligence addresses this challenge by creating a unified product intelligence layer that standardizes attributes, resolves product identity across systems, and enriches product data at scale, enabling AI systems to better understand, match, recommend, and surface products across digital and physical commerce channels.
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For example, a traditional keyword search may only surface products containing exact terms like “protein snack” or “low-alcohol drinks.” AI-driven commerce experiences require a much deeper understanding of consumer intent and context, helping consumers discover products through nuanced requests such as “a healthy chocolate brownie alternative that still feels indulgent,” “a premium low-alcohol drink for a dinner party,” or “a gluten-free movie snack for family night.” Product Intelligence helps structure and enrich product data so AI systems can better interpret consumer needs, understand product attributes and context, and surface the most relevant recommendations.
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Built on NIQ’s existing global commerce data assets and harmonization expertise, Product Intelligence helps brands and retailers:
- Build a unified and interoperable product intelligence layer
- Standardize and enrich product attributes at scale
- Improve product matching, discoverability, and cross-system consistency
- Enable products to become recommendation-ready across emerging AI commerce environments
“AI systems can only reason over products they can properly understand,” said Troy Treangen, Chief Product Officer, NIQ. “Product Intelligence creates a structured, interoperable product layer that resolves fragmented data, enriches attributes, and enables AI systems to identify, compare, and recommend products with far greater accuracy.”
NIQ Product Intelligence is built on NIQ’s global commerce intelligence infrastructure, including relationships with more than 8,900 retailers across 90 countries, a product catalog spanning more than 246 million unique items, and over 10 billion maintained product attributes. The solution also leverages NIQ’s decades of expertise in harmonizing and enriching complex commerce data across retailers, brands, and digital platforms.
