Amazon lanza insignias para nuevos productos con IA

· 2 min read · Ecommerce
Amazon Predicts Your Next Bestsellers Before They Take Off

With predictive models, Amazon identifies the launches with the most traction and gives them extra visibility from their first days in the marketplace.

Amazon announced the launch of two new badges for newly published products in its marketplace: "New Arrival" and "Notable Arrival." Both will automatically appear on listings selected by the system during their first weeks of life.

The selection is made through analysis of purchase behavior, product attributes, and similarity to other high-performing existing listings on the platform. The system continuously refines its predictions as it accumulates more interaction data and feedback.

The stated goal is to accelerate the visibility of new products at the most critical moment for any launch. According to Amazon, the badges help buyers easily identify the most promising products among the newcomers, which can increase visibility and boost initial sales momentum.

The labels have a limited duration and automatically disappear once the system determines that the product is no longer considered new within the marketplace. Sellers do not need to take any action to be eligible, as the process is completely automatic.

After the announcement, some sellers raised questions without public responses. One asked if creating the ASIN in advance, before having stock available, could affect its eligibility to receive the badge at launch. Another reported that the appearance of the "New Arrival" label caused the disappearance of the "Handmade" badge and the link to their profile page within the listing.

This move adds to a clear trend at Amazon: incorporating more layers of automation and artificial intelligence to optimize both product discovery and the shopping experience within its ecosystem. In highly competitive categories, where capturing traffic in the early days can define the long-term performance of a listing, these badges could become a relevant conversion factor for brands and external sellers.

For the next+ team, the most important signal of this change is not the badge itself, but what it implies for the launch strategy in the marketplace. Amazon is shifting more predictive power to its own algorithm and, in doing so, reduces the leeway that sellers previously had to build organic traction independently. Those who understand the inputs that feed that system, such as listing quality, initial sales velocity, and consistency with similar high-performing products, will have a real operational advantage from day one.

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