System, method, and computer program for providing similar product recommendations for non-merchant publishers based on publisher preferences
The present disclosure relates to a system, method, and computer program for automatically providing similar product recommendations for sold-out products promoted on non-merchant publisher sites, wherein the similar product recommendations are filtered for publisher preferences. A computer system with a product database provides a platform that enables non-merchant publishers to search products in the database, create call-to-actions on publisher sites for products in the database, and automatically receive similar product recommendations when end users of the publisher sites attempt to purchase promoted products that are now sold out. Once a publisher creates a call-to-action for a product that subsequently becomes sold out, similar product recommendations are provided without requiring any action on the publisher's part to change the publisher's site. Similar product recommendations are tailored to each publisher to account for publisher preferences. Publisher preferences may be learned by the system based on publisher behavior or inputted by each publisher.
1. A method, performed by a computer system, for enabling similar product recommendations on a plurality of non-merchant publisher sites that promote merchant products, wherein the non-merchant publishers are not affiliated with the merchants and wherein the similar product recommendations are for sold-out products, the method comprising:
maintaining a product database with products from a plurality of merchants, wherein each product entry in the database is associated with a product identifier (ID), an associated merchant, a link to a webpage on the associated merchant's site, and an indicator of whether the product is in stock at the associated merchant;
providing a user interface to the product database that displays one or more product widgets and enables each of a plurality of non-merchant publishers associated with different non-merchant publisher sites to select a product widget, create an instance of the product widget, and associate the instance of the product widget with one or more products in the product database, wherein the instance of the product widget displays product information for the associated product(s) in the product database and includes one or more call-to-action buttons for purchasing the associated product(s), wherein the product widget initiates a call-to-action request to the system in response to an end user selecting a call-to-action button, and wherein each instance of the product widget has a unique widget ID that is mapped to 1) one or more product IDs for the associated product(s) and 2) a publisher ID for a non-merchant publisher that created the instance of the product widget;
providing an application programming interface to the system that enables the system to receive call-to-action selections from end users of the different non-merchant publisher sites with respect to products in the product database;
receiving, at the application programming interface, call-to-action selections from end users on the different non-merchant publisher sites for products in the product database that are out of stock, wherein the call-to-action selections are entered through the non-merchant publisher sites and transmitted by client applications running the non-merchant publisher sites;
for each of the call-to-action selections received for products that are out of stock, performing the following:
determining whether there are previously-identified similar products to the out-of-stock product stored in a cache;
in response to determining that there are no previously-identified similar products to the out-of-stock product stored in the cache, identifying a plurality of similar products to the out-of-stock product in the product database in real time by comparing product images and/or product metadata in the product database and storing the identified similar products to the out-of-stock product in the cache; and
displaying the previously-identified similar products or the identified similar products using the product widget, wherein each previously-identified similar product or identified similar product is displayed with a call-to-action button for purchasing the previously-identified similar product or identified similar product.
2. The method of claim 1 , further comprising filtering the identified similar products by one or more publisher preferences specific to the non-merchant publisher associated with the call-to-action selection.
3. The method of claim 2 , wherein the publisher preferences for a non-merchant publisher are determined by the system based on the non-merchant publisher's prior behavior.
4. The method of claim 2 , wherein the publisher preferences for a non-merchant publisher are based on explicit preferences provided to the system by the non-merchant publisher.
5. The method of claim 2 , wherein the one or more publisher preferences include a merchant category or group of merchants associated with the non-merchant publisher site from which the call-to-action request was initiated, wherein the system filters out similar products from merchants outside the merchant category or group.
6. The method of claim 1 , further comprising embedding the product widget in the non-merchant publisher site.
7. A non-transitory computer-readable medium comprising a computer program that, when executed by a computer system, enables the computer system to perform the following method for enabling similar product recommendations on a plurality of non-merchant publisher sites that promote merchant products, wherein the non-merchant publishers are not affiliated with the merchants and wherein the similar product recommendations are for sold-out products, the method comprising:
maintaining a product database with products from a plurality of merchants, wherein each product entry in the database is associated with a product identifier (ID), an associated merchant, a link to a webpage on the associated merchant's site, and an indicator of whether the product is in stock at the associated merchant;
providing a user interface to the product database that displays one or more product widgets and enables each of a plurality of non-merchant publishers associated with different non-merchant publisher sites to select a product widget, create an instance of the product widget, and associate the instance of the product widget with one or more products in the product database, wherein the instance of the product widget displays product information for the associated product(s) in the product database and includes one or more call-to-action buttons for purchasing the associated product(s), wherein the product widget initiates a call-to-action request to the system in response to an end user selecting a call-to-action button, and wherein each instance of the product widget has a unique widget ID that is mapped to 1) one or more product IDs for the associated product(s) and 2) a publisher ID for a non-merchant publisher that created the instance of the product widget;
providing an application programming interface to the system that enables the system to receive call-to-action selections from end users of the different non-merchant publisher sites with respect to products in the product database;
receiving, at the application programming interface, call-to-action selections from end users on the different non-merchant publisher sites for products in the product database that are out of stock, wherein the call-to-action selections are entered through the non-merchant publisher sites and transmitted by client applications running the non-merchant publisher sites;
for each of the call-to-action selections received for products that are out of stock, performing the following:
determining whether there are previously-identified similar products to the out-of-stock product stored in a cache;
in response to determining that there are no previously-identified similar products to the out-of-stock product stored in the cache, identifying a plurality of similar products to the out-of-stock product in the product database in real time by comparing product images and/or product metadata in the product database and storing the identified similar products to the out-of-stock product in the cache; and
displaying the previously-identified similar products or the identified similar products using the product widget, wherein each previously-identified similar product or identified similar product is displayed with a call-to-action button for purchasing the previously-identified similar product or identified similar product.
8. The non-transitory computer-readable medium of claim 7 , further comprising filtering the identified similar products by one or more publisher preferences specific to the non-merchant publisher associated with the call-to-action selection.
9. The non-transitory computer-readable medium of claim 8 , wherein the publisher preferences for a non-merchant publisher are determined by the system based on the non-merchant publisher's prior behavior.
10. The non-transitory computer-readable medium of claim 8 , wherein the publisher preferences for a non-merchant publisher are based on explicit preferences provided to the system by the non-merchant publisher.
11. The non-transitory computer-readable medium of claim 8 , wherein the one or more publisher preferences include a merchant category or group of merchants associated with the non-merchant publisher site from which the call-to-action request was initiated, wherein the system filters out similar products from merchants outside the merchant category or group.
12. The non-transitory computer-readable medium of claim 7 , further comprising embedding the product widget in the non-merchant publisher site.
13. A computer system for enabling similar product recommendations on a plurality of non-merchant publisher sites that promote merchant products, wherein the non-merchant publishers are not affiliated with the merchants and wherein the similar product recommendations are for sold-out products, the system comprising:
one or more processors;
one or more memory units coupled to the one or more processors, wherein the one or more memory units store instructions that, when executed by the one or more processors, cause the system to perform the operations of:
maintaining a product database with products from a plurality of merchants, wherein each product entry in the database is associated with a product identifier (ID), an associated merchant, a link to a webpage on the associated merchant's site, and an indicator of whether the product is in stock at the associated merchant;
providing a user interface to the product database that displays one or more product widgets and enables each of a plurality of non-merchant publishers associated with different non-merchant publisher sites to select a product widget, create an instance of the product widget, and associate the instance of the product widget with one or more products in the product database, wherein the instance of the product widget displays product information for the associated product(s) in the product database and includes one or more call-to-action buttons for purchasing the associated product(s), wherein the product widget initiates a call-to-action request to the system in response to an end user selecting a call-to-action button, and wherein each instance of the product widget has a unique widget ID that is mapped to 1) one or more product IDs for the associated product(s) and 2) a publisher ID for a non-merchant publisher that created the instance of the product widget;
providing an application programming interface to the system that enables the system to receive call-to-action selections from end users of the different non-merchant publisher sites with respect to products in the product database;
receiving, at the application programming interface, call-to-action selections from end users on the different non-merchant publisher sites for products in the product database that are out of stock, wherein the call-to-action selections are entered through the non-merchant publisher sites and transmitted by client applications running the non-merchant publisher sites;
for each of the call-to-action selections received for products that are out of stock, performing the following:
determining whether there are previously-identified similar products to the out-of-stock product stored in a cache;
in response to determining that there are no previously-identified similar products to the out-of-stock product stored in the cache, identifying a plurality of similar products to the out-of-stock product in the product database in real time by comparing product images and/or product metadata in the product database and storing the identified similar products to the out-of-stock product in the cache; and
displaying the previously-identified similar products or the identified similar products using the product widget, wherein each previously-identified similar product or identified similar product is displayed with a call-to-action button for purchasing the previously-identified similar product or identified similar product.
14. The system of claim 13 , further comprising filtering the identified similar products by one or more publisher preferences specific to the non-merchant publisher associated with the call-to-action selection.
15. The system of claim 14 , wherein the publisher preferences for a non-merchant publisher are determined by the system based on the non-merchant publisher's prior behavior.
16. The system of claim 14 , wherein the publisher preferences for a non-merchant publisher are based on explicit preferences provided to the system by the non-merchant publisher.
17. The system of claim 14 , wherein the one or more publisher preferences include a merchant category or group of merchants associated with the non-merchant publisher site from which the call-to-action request was initiated, wherein the system filters out similar products from merchants outside the merchant category or group.
18. The system of claim 13 , further comprising embedding the product widget in the non-merchant publisher site.