A new product launches at the exact moment demand is highest and its product data is thinnest, and that gap is why AI shopping agents can't see it.
New benchmark adds an agentic readiness layer to the Top 1000, revealing which retailers are positioned to compete as AI shopping agents reshape...
Set a confidence threshold per field: high-confidence enrichment suggestions auto-accept, low-confidence ones auto-reject, and only the uncertain...
Adobe forecasts a record $26.3B Prime Day. The sharper story sits in the AI traffic numbers and the oddly specific category spikes. Three hot takes.
Introducing RetailPlaybook: a new newsletter and podcast, hosted by Andrew Bell, built to help brands compete inside Alexa for Shopping, Walmart...
Catalog Scoring gives every product a 0–100 readiness score for AI shopping agents across seven dimensions, and shows exactly which gap to fix first.
Complex catalogs, structured APIs, and the case for making product data perform wherever buyers now begin their journeys.
Google Marketing Live 2026 lands May 20. Here are the four decisions top retailers need to make on UCP, AI Mode, Merchant Center, and Commerce Media...
As AI shopping agents reshape product discovery, product data is becoming the infrastructure brands and retailers need to compete.
NewRoad Capital Partners leads Series Seed as ReFiBuy helps brands and retailers compete in AI-powered shopping