Passive user-generated coupon submission
Successful application of a coupon code on an e-commerce website is detected via network request tracking and page data tracking. Upon coupon application, the coupon code is stored, for example in a server-based database. The coupon code is then automatically applied to subsequent e-commerce purchases whose parameters match the requirements for the coupon. The coupon can be automatically applied to purchases made by the same user and/or other users, as applicable.
1. A computer-implemented method, comprising:
receiving, in a first online session on a client device associated with a user, user input indicating user interest in an item offered by an online merchant;
automatically retrieving, from a data store, at least one potential online coupon for the item by:
retrieving, from the data store, coupons applicable to an e-commerce website corresponding to the online merchant, wherein the coupons are stored in the data store as a result of monitoring of at least one second online session prior to the first online session during which the coupons were stored in the data store in response to a determination that the coupons were valid in connection with at least one purchase with the online merchant, and
processing the coupons through a scoring algorithm to obtain the at least one potential online coupon by applying a model to predict whether a particular coupon, of the coupons, will work for the item, based on which coupons work with which items, and considering factors for a time the particular coupon was successful, a success rate for the particular coupon, and a number of attempts for applying the particular coupon; and
automatically applying the at least one potential online coupon to an online shopping cart.
2. The computer-implemented method of claim 1 , wherein the coupons retrieved from the data store include:
previously stored coupons that were previously stored by the client device in connection with purchases made by the user, and/or
other coupons stored by other client device(s) in connection with purchases made by other users.
3. The computer-implemented method of claim 1 , wherein automatically applying the at least one potential online coupon to the online shopping cart includes:
repeatedly and automatically rewriting network request(s), to test each of the at least one potential online coupon, by swapping out a coupon parameter to match a particular coupon being tested;
receiving responses to the network request(s), the responses including an indicator of validity or invalidity for each particular coupon, and, for each valid coupon, an indicator of how much would be saved by using each valid coupon;
selecting a valid coupon based on the responses; and
automatically applying the valid coupon that was selected.
4. The computer-implemented method of claim 1 , wherein the data store includes a coupon identifier for each of the coupons.
5. The computer-implemented method of claim 1 , wherein the data store includes a record comprising data describing use of the coupons.
6. The computer-implemented method of claim 5 , wherein the data describing the use of the coupons comprises at least one selected from a group consisting of:
a date on which one or more of the coupons were used;
a time at which the one or more of the coupons were used;
an e-commerce site at which the one or more of the coupons were used;
a product being purchased when the one or more of the coupons were used;
a total dollar amount of purchases on which the one or more of the coupons were used;
shipping information for the purchases on which the one or more of the coupons were used; and
a geographic area in which the one or more of the coupons were used.
7. The computer-implemented method of claim 6 , wherein the data describing the use of the coupons comprises at least one of a success rate or a failure rate for the one or more of the coupons.
8. The computer-implemented method of claim 1 , further comprising, during the at least one second online session:
monitoring the at least one second online session in connection with the online merchant;
detecting an attempt to apply a coupon in connection with a purchase of at least one item by monitoring requests and page data;
determining whether the coupon is valid in connection with the purchase by determining whether a response from a web server indicates successful application of the coupon; and
responsive to a determination that the coupon is valid in connection with the purchase, storing coupon data for the coupon in the data store.
9. The computer-implemented method of claim 8 , wherein the coupon data includes, for the purchase using the coupon, one or more of a coupon code, time and date of the purchase, particulars of item(s) being purchased, a cart total, or geographic location.
10. The computer-implemented method of claim 1 , wherein the data store is located on one or more of the client device or on a server.
11. A system, comprising:
at least one memory storing instructions; and
at least one processor executing the instructions to perform operations, the operations including:
receiving, in a first online session on a client device associated with a user, user input indicating user interest in an item offered by an online merchant;
automatically retrieving, from a data store, at least one potential online coupon for the item by:
retrieving, from the data store, coupons applicable to an e-commerce website corresponding to the online merchant, wherein the coupons are stored in the data store as a result of monitoring of at least one second online session prior to the first online session during which the coupons were stored in the data store in response to a determination that the coupons were valid in connection with at least one purchase with the online merchant, and processing the coupons through a scoring algorithm to obtain the at least one potential online coupon by applying a model to predict whether a particular coupon, of the coupons, will work for the item, based on which coupons work with which items, and considering factors for a time the particular coupon was successful, a success rate for the particular coupon, and a number of attempts for applying the particular coupon; and
automatically applying the at least one potential online coupon to an online shopping cart.
12. The system of claim 11 , wherein the coupons retrieved from the data store include:
previously stored coupons that were previously stored by the client device in connection with purchases made by the user, and/or
other coupons stored by other client device(s) in connection with purchases made by other users.
13. The system of claim 11 , wherein automatically applying the at least one potential online coupon to the online shopping cart includes:
repeatedly and automatically rewriting network request(s), to test each of the at least one potential online coupon, by swapping out a coupon parameter to match a particular coupon being tested;
receiving responses to the network request(s), the responses including an indicator of validity or invalidity for each particular coupon, and, for each valid coupon, an indicator of how much would be saved by using each valid coupon;
selecting a valid coupon based on the responses; and
automatically applying the valid coupon that was selected.
14. The system of claim 11 , wherein the data store includes a coupon identifier for each of the coupons.
15. The system of claim 11 , wherein the data store includes a record comprising data describing use of the coupons.
16. The system of claim 15 , wherein the data describing the use of the coupons comprises at least one selected from a group consisting of:
a date on which the coupons were used;
a time at which the coupons were used;
an e-commerce site at which the coupons were used;
a product being purchased when the coupons were used;
a total dollar amount of purchases on which the coupons were used;
shipping information for the purchases on which the coupons were used; and
a geographic area in which the coupons were used.
17. The system of claim 16 , wherein the data describing the use of the coupons comprises at least one of a success rate or a failure rate for the coupons.
18. The system of claim 11 , wherein the operations further include, during the at least one second online session:
monitoring the at least one second online session in connection with the online merchant;
detecting an attempt to apply a coupon in connection with a purchase of at least one item by monitoring requests and page data;
determining whether the coupon is valid in connection with the purchase by determining whether a response from a web server indicates successful application of the coupon; and
responsive to a determination that the coupon is valid in connection with the purchase, storing coupon data for the coupon in the data store.
19. The system of claim 11 , wherein the data store is located on one or more of the client device or on a server.
20. A non-transitory computer-readable medium may store instructions that, when executed by a processor, cause the processor to perform a method, the method comprising:
receiving user input indicating user interest in an item offered by an online merchant;
automatically retrieving, from a data store, at least one potential online coupon for the item by:
retrieving, from the data store, coupon information for a plurality of coupons applicable to an e-commerce website corresponding to the online merchant, the coupon information including the plurality of coupons and statistics for previous usage of the plurality of coupons, and
processing the plurality of coupons and the statistics for previous usage of the plurality of coupons through a scoring algorithm to obtain the at least one potential online coupon by applying a model to predict whether a particular coupon, of the plurality of coupons, will work for the item, based on which coupons work with which items, and considering factors for a time the particular coupon was successful, a success rate for the particular coupon, and a number of attempts for applying the particular coupon; and
automatically applying the at least one potential online coupon to an online shopping cart.