Groupon, Inc.

Feili Hou

Rajesh Girish Parekh

Nipun Agarwal

Vyomkesh Tripathi

Shafiq Shariff

Bob Beaty

In general, embodiments of the present invention provide systems, methods and computer readable media for recommending contextually relevant promotions to consumers in order to facilitate their discovery of promotions that they are likely to purchase from a promotion and marketing service.

Generating optimized in-channel and cross-channel promotion recommendations using free shipping qualifier

Generating in-channel and cross-channel promotion recommendations using promotion cross-sell

Provided herein are systems, methods and computer readable media for forecasting demand. An example method comprises generating a virtual offer for one or more combinations of a category or sub-category, location, and price range, accessing consumer data comprising one or more users and user data related to each of the one or more users, calculating a probability that a particular user would buy a particular offer in a particular time frame for at least a portion of the plurality of users and for each of the virtual offers, and determining an estimated number of units of to be sold for at least a portion of the one or more virtual offers as a function of at least the probability associated with each of the one or more virtual offers.

Method, apparatus, and computer program product for forecasting demand

Growing community of inventors

Los Altos, CA, United States of America

Feili Hou