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Product recommendation based on detected trends

Grant US12591920B1 Kind: B1 Mar 31, 2026

Assignee

Amazon Technologies, Inc.

Inventors

Mani Bhar, Amy Ruschak, Akshit Mehta, Deep Sharma

Abstract

Systems and methods are provided for determining trends and products that match those trends. Trends can be identified from product information by determining product types and product attribute groupings and using time series data from a time series data service. Products can be mapped to trends by performing a textual and visual similarity matching between trends and products. A score for each product may be calculated by how many trends a product maps to in addition to user activity regarding that product. The scored products may be presented to users for purchase by trend categories or based on a general trend category.

CPC Classifications

G06Q 30/06

Filing Date

2023-09-27

Application No.

18476012

Claims

20

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