Predictive recommendation system using price boosting

A system, comprising one or more computers and one or more storage devices storing instructions that are operable, when executed by the one or more computers, to cause the one or more computers to:

• determine a relevance score for each promotion of an available promotions set based at least in part on promotion data and consumer data, the promotion data comprising promotion attributes of the promotion, and the consumer data comprising consumer attributes associated with a consumer identifier;
• determine an available promotions subset by selecting those available promotions from the available promotions set having a respective relevance score above a relevance score threshold;
• determine an optimal promotion category for the consumer identifier based at least in part on location data associated with the consumer identifier and a total count of available promotions in the available promotions subset;
• determine an adjusted available promotions subset based on at least in part on filtering the available promotions subset according to the optimal promotion category;
• and
• transmit the adjusted available promotions subset to a computing device associated with the consumer identifier.

A computer-implemented method, comprising:

• determining, by a device comprising a processor, a relevance score for each promotion of an available promotions set based at least in part on promotion data and consumer data, the promotion data comprising promotion attributes of the promotion, and the consumer data comprising consumer attributes associated with a consumer identifier;
• determining, by the device, an available promotions subset by selecting those available promotions from the available promotions set having a respective relevance score above a relevance score threshold;
• determining, by the device, an optimal promotion category for the consumer identifier based at least in part on location data associated with the consumer identifier and a total count of available promotions in the available promotions subset;
• determining, by the device, an adjusted available promotions subset based on at least in part on filtering the available promotions subset according to the optimal promotion category;
• and
• transmitting, by the device, the adjusted available promotions subset to a computing device associated with the consumer identifier.

A computer program product, stored on a computer readable medium, comprising instructions that when executed by one or more computers cause the one or more computers to:

• determine a relevance score for each promotion of an available promotions set based at least in part on promotion data and consumer data, the promotion data comprising promotion attributes of the promotion, and the consumer data comprising consumer attributes associated with a consumer identifier;
• determine an available promotions subset by selecting those available promotions from the available promotions set having a respective relevance score above a relevance score threshold;
• determine an optimal promotion category for the consumer identifier based at least in part on location data associated with the consumer identifier and a total count of available promotions in the available promotions subset;
• determine an adjusted available promotions subset based on at least in part on filtering the available promotions subset according to the optimal promotion category;
• and
• transmit the adjusted available promotions subset to a computing device associated with the consumer identifier.