Amazon has rolled out several AI-driven tools designed to help sellers launch products faster, lower upfront risk and capture shopper demand more efficiently. The centerpiece is an upgraded Opportunity Explorer, which now parses billions of searches, clicks and purchases to translate marketplace signals into plain-English prompts for product development and pricing. Additionally, sellers can use two new capabilities. Unmet Demand Insights flags gaps where customers are searching but not finding what they want. Niche Product Overview highlights must-have features and pricing benchmarks in smaller but promising categories. The goal is to replace weeks of manual research with instant, data-backed guidance on what to build and how to price it. Amazon is also changing the mechanics of product launches, according to the post. A new regional inventory option allows sellers to place smaller stock in one geography, say, the Northeast, while still offering Prime-speed delivery there. If sales validate demand, inventory can expand nationwide. This trims working capital needs and provides a way to test products without overcommitting, aligning with broader merchant strategies to preserve liquidity while navigating shifting consumer demand. Early reviews are also being streamlined. Sellers can now enroll items in Amazon Vine as soon as inventory is inbound to Fulfillment by Amazon, rather than waiting for listings to go live. The company has expanded its pool of vetted Vine Voices and sharpened category matching. Reviews may now include photos and videos, which historically boost sales of new products by up to 30% within months. On the product detail page, shoppable A+ Content will embed carousels, deal callouts and add-to-cart buttons directly inside branded storytelling modules. This compresses the path from browsing to purchase. Finally, a new AI-powered Product Performance Spotlight will act as a coach in the background, flagging when inventory needs replenishment or ad campaigns require tuning based on early signals. Amazon’s new suite is pitched to sellers across the spectrum, from first-time entrepreneurs cautious about inventory to established brands seeking faster, sharper product-market fit. For Amazon, the incentive is a steady flow of new listings keeping shoppers engaged. For sellers, the through line is cost discipline. They can launch with fewer units, get reviews sooner, adapt quickly and scale only when the data supports it.