| CPC G06Q 30/0603 (2013.01) [G06Q 30/0623 (2013.01); G06Q 30/0641 (2013.01)] | 23 Claims |

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1. A method comprising:
determining, based on a user activity history comprising a plurality of previous user selections of a plurality of products in a plurality of content segments sent to a user device, textual information in the plurality of content segments, wherein the textual information is associated with a plurality of product categories;
determining, based on the textual information associated with the plurality of product categories, one or more channel icons associated with the plurality of product categories; and
causing, at the user device, based on the plurality of previous user selections, output of the one or more channel icons according to the user activity history with a channel icon of the one or more channel icons associated with a most frequent product category of the plurality of product categories occupying a center of a user interface.
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