Abstract: A system can include one or more processors and non-transitory computer-readable media storing computing instructions configured to run on the one or more processors to cause the one or more processors to perform: extracting one or more visual attributes of a requested product in a domain based on an image describing the requested product in an inquiry from a user; extracting one or more textual attributes of the requested product based on a text describing the requested product in the inquiry; determining projected requested products, in a product graph relating to the domain and dynamically generated by machine learning, based on the one or more visual attributes of the requested product and the one or more textual attributes of the requested product; determining one or more substitutes for the requested product based on scores of candidate products in the product graph, wherein: a greater weight is given to visual distances than textual distances in determining the scores; the visual distances and the text

Abstract: A system can include one or more processors and non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform a method for determining one or more substitutes for a product requested in an inquiry from a user and the order of the one or more substitutes to be transmitted to the user.

Abstract: A system can include one or more processors and non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform a method for determining one or more substitutes for a product requested in an inquiry from a user. The method comprises one or more of the steps including receiving an inquiry from a user, which comprises a requested product; extracting one or more attributes of the requested product based on the inquiry; determining a context of the inquiry; and determining one or more substitutes for the requested product from an inventory database based on a distance between the requested product and each substitute of the one or more substitutes, as projected in a product graph relating to a domain of the requested product and the context of the inquiry.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of determining an accuracy score for existing product information using a first set of rules that compares the existing product information for the product with product information of other internal or external sources, determining if the accuracy score exceeds a predetermined accuracy threshold, automatically replacing incorrect product information in the existing product information with correct product information from the other sources if the accuracy score does not exceed the predetermined accuracy threshold, coordinating displaying of the existing product information with the correct product information replacing the incorrect product information on a webpage for the product on a website of the online retailer.

Abstract: Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform: for each respective item of one or more items: identifying one or more respective item attributes in an existing title for the respective item; and determining at least one respective item attribute of the one or more respective item attributes to include in an alternative title for the respective item based on an attribute importance score for each respective item attribute of one or more item attributes of the respective item; generating at least one first modified title for at least one first item of the one or more items, the at least one first modified title comprising at least one first item attribute of the at least one first item; and coordinating displaying of the at least one first modified title for the at least one first item on a website. Other embodiments are disclosed herein.

Abstract: Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform: for each respective item of one or more items: identifying one or more respective item attributes in an existing title for the respective item; and determining at least one respective item attribute of the one or more respective item attributes to include in an alternative title for the respective item based on an attribute importance score for each respective item attribute of one or more item attributes of the respective item; generating at least one first modified title for at least one first item of the one or more items, the at least one first modified title comprising at least one first item attribute of the at least one first item; and coordinating displaying of the at least one first modified title for the at least one first item on a website. Other embodiments are disclosed herein.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of receiving an external catalog comprising external attributes for each product of a plurality of products, mapping the external attributes from the external catalog to internal attributes for each product of the plurality of products in an internal catalog for an online retailer using an ensemble learning technique comprising a plurality of algorithms, incorporating the external attributes of the external catalog into the internal attributes in the internal catalog as mapped, and coordinating displaying of the external attributes and the internal attributes on a website of the online retailer.

Abstract: A system can include one or more processors and non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform a method for determining one or more substitutes for a product requested in an inquiry from a user and the order of the one or more substitutes to be transmitted to the user.

Abstract: A system can include one or more processors and non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform a method for determining one or more substitutes for a product requested in an inquiry from a user. The method comprises one or more of the steps including receiving an inquiry from a user, which comprises a requested product; extracting one or more attributes of the requested product based on the inquiry; determining a context of the inquiry; and determining one or more substitutes for the requested product from an inventory database based on a distance between the requested product and each substitute of the one or more substitutes, as projected in a product graph relating to a domain of the requested product and the context of the inquiry.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of identifying one or more product attributes in an existing title for a product, determining at least one product attribute to include in an alternative title for the product, determining that the at least one product attribute in the alternative title for at least a the product does not correspond to the one or more product attributes in the existing title for the product, automatically inserting the at least one product attribute in the alternative title for the product into a modified title for the product, and coordinating displaying of the modified title for the product on a website associated with the online retailer.

Abstract: Systems and methods including one or more processors and one or more non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform acts of receiving initial product content for a product, generating modularized product content from the initial product content for displaying on a website, storing the modularized product content, coordinating displaying on the website the modularized product content for the product, receiving an error report of an error for the modularized product content displayed on the website, updating a rule for the modularized product content to correct the error in the modularized product content, generating an updated modularized product content for the product using the rule as updated, replacing the modularized product content with the updated modularized product content, and coordinating displaying on the website the product and the updated modularized product content for the product.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of receiving search queries from users, coordinating displaying of search results for the search queries, receiving an indication that the users selected products in the search results, associating each search query with a product type based on products selected by the users, identifying product attributes in each search query, determining an attribute weight for each product attribute for the product type, determining which product attributes are recorded in product information for each product, determining a product attribute score for each product, receiving an additional search query, and selecting a first portion of products for display in additional search results for the additional search query.

Abstract: In some embodiments, a method can comprise preparing a comparison table by for comparing the one or more second items to the first item by: determining an item ranking of one or more second items based at least in part on an attribute ranking for each of one or more second attributes, presenting for display in the comparison table the set of the one or more second items and an associated first item, and presenting for display proximate to the comparison table a second set of the one or more second items, the second set of the one or more second items comprising a second predetermined number of the one or more second items comprising one or more next top rankings based on the item ranking of the one or more second items. Other embodiments of related methods and systems are also provided.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of receiving an external catalog comprising external attributes for each product of a plurality of products, mapping the external attributes from the external catalog to internal attributes for each product of the plurality of products in an internal catalog for an online retailer using an ensemble learning technique comprising a plurality of algorithms, incorporating the external attributes of the external catalog into the internal attributes in the internal catalog as mapped, and coordinating displaying of the external attributes and the internal attributes on a website of the online retailer.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of receiving search queries from users, coordinating displaying of search results for the search queries, receiving an indication that the users selected products in the search results, associating each search query with a product type based on products selected by the users, identifying product attributes in each search query, determining an attribute weight for each product attribute for the product type, determining which product attributes are recorded in product information for each product, determining a product attribute score for each product, receiving an additional search query, and selecting a first portion of products for display in additional search results for the additional search query.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of identifying one or more product attributes in an existing title for a product, determining at least one product attribute to include in an alternative title for the product, determining that the at least one product attribute in the alternative title for at least a the product does not correspond to the one or more product attributes in the existing title for the product, automatically inserting the at least one product attribute in the alternative title for the product into a modified title for the product, and coordinating displaying of the modified title for the product on a website associated with the online retailer.

Abstract: Systems and methods including one or more processors and one or more non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform acts of receiving initial product content for a product, generating modularized product content from the initial product content for displaying on a website, storing the modularized product content, coordinating displaying on the website the modularized product content for the product, receiving an error report of an error for the modularized product content displayed on the website, updating a rule for the modularized product content to correct the error in the modularized product content, generating an updated modularized product content for the product using the rule as updated, replacing the modularized product content with the updated modularized product content, and coordinating displaying on the website the product and the updated modularized product content for the product.

Abstract: In some embodiments, a method can comprise preparing a comparison table by for comparing the one or more second items to the first item by: determining an item ranking of one or more second items based at least in part on an attribute ranking for each of one or more second attributes, presenting for display in the comparison table the set of the one or more second items and an associated first item, and presenting for display proximate to the comparison table a second set of the one or more second items, the second set of the one or more second items comprising a second predetermined number of the one or more second items comprising one or more next top rankings based on the item ranking of the one or more second items. Other embodiments of related methods and systems are also provided.

Abstract: Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of determining an accuracy score for existing product information using a first set of rules that compares the existing product information for the product with product information of other internal or external sources, determining if the accuracy score exceeds a predetermined accuracy threshold, automatically replacing incorrect product information in the existing product information with correct product information from the other sources if the accuracy score does not exceed the predetermined accuracy threshold, coordinating displaying of the existing product information with the correct product information replacing the incorrect product information on a webpage for the product on a website of the online retailer.