Shopify Inc.

Carl Johan Gustavsson

Siavash Ghorbani

Methods and systems for generating recommendations are disclosed. In some examples, from a set of positive reviews associated with a merchant offering, at least one attribute is identified and associated with the set of positive reviews, based on reviewer profiles associated with each respective positive review. The attribute is associated with the merchant offering. A match is determined between a customer attribute in a first customer profile and the at least one attribute. A set of recommendations is generated to be presented, via a customer electronic device, to a customer associated with the first customer profile, the set of recommendations including the merchant offering associated with at least one attribute.

Systems and methods for using keywords extracted from reviews

Methods and systems for generating search results are disclosed. In some examples, one or more keywords are extracted from one or more stored reviews associated with a merchant offering. A first extracted keyword is associated with a stored listing of the merchant offering. The first extracted keyword may be absent from the stored listing. In response to a search query that includes the first keyword, a set of search results is provided, where the set of search results includes the listing associated with the first keyword.

Methods and systems for generating recommendations to supplement a listing of a merchant offering are disclosed. In some examples one or more keywords are extracted from one or more stored reviews associated with a first category of merchant offering. An association is stored between at least a first one of the extracted keywords and the first category. A recommendation is generated, to a merchant electronic device, to include the first keyword in a listing of a first merchant offering belonging to the first category.

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Stockholm, Sweden

Carl Johan Gustavsson