Ai agent-driven autonomous online shopping support system with multimodal context analysis and heterogeneous digital territory injection

An AI agent-driven online shopping support system comprising:

• one or more processors and non-transitory computer-readable memory storing instructions that, when executed by the one or more processors, implement:
• a digital territory scanner configured to autonomously scan one or more digital territories, each digital territory being a remotely accessible online environment having a unique resource identifier and a dynamic rendering area, wherein said digital territory does not require physical proximity between a user and a dedicated on-site commerce display device;
• a context analysis engine configured to analyze content within the scanned digital territories across one or more modalities comprising at least one of:
• text data, image data, video data, and audio data, and to generate therefrom a semantic context representation of the analyzed content;
• an authorization module configured to obtain an insertion authorization from a target digital territory permitting injection of an online price tag into the dynamic rendering area of the target digital territory;
• an optimization engine configured to receive the semantic context representation and, from one or more candidate product-seller-price tuples retrieved from a product database, select an optimized tuple by computing for each candidate an optimization score based on one or more commerce performance components;
• a runtime node injection engine configured to inject, using the insertion authorization, an online price tag as a transaction node into the dynamic rendering area of the target digital territory, wherein the online price tag is logically bound to the content of the target digital territory through binding annotations generated by the context analysis engine;
• and an issue unit configured to compute an exhibition fee attributable to an exhibitor whose exhibitor identifier is associated with the injected online price tag, wherein the exhibition fee comprises at least one of:
• an impression-based component computed from verified valid exposures and a performance-based component computed from completed transactions processed through the online price tag.