REAL-TIME MARKETING PORTFOLIO OPTIMIZATION AND REAPPORTIONING
The present disclosure provides a detailed description of techniques used in systems, methods, and in computer program products for real-time marketing portfolio optimization and reapportioning. The claimed embodiments enable calculating and saving a maximum efficiency response curve of a media portfolio, the maximum efficiency response curve comprising a range of response values resulting from a set of media portfolio input characteristics. A user interacts with an interactive graphical user interface which accepts an input characteristic change to alter a spending apportionment in the media portfolio, relative to the calculated and saved a maximum efficiency response curve. Using the stored maximum efficiency response curve as a baseline, results of the reapportionment(s) are generated and displayed. To provide interactive response times, the change to the spending apportionment is modeled as an incremental change record that is used in conjunction with the retrieved stored representation of the maximum efficiency response curve.
1 . A system comprising:
a planner preprocessor module to calculate a first maximum efficiency response curve of a media portfolio, the first maximum efficiency response curve comprising a first range of response values resulting from a set of initial media portfolio input characteristics;
a data storage device to store a precalculated representation of the first maximum efficiency response curve;
an interactive planner interface module to accept a change to alter the initial media portfolio input characteristics to a set of updated media portfolio input characteristics; and
a predictor module to retrieve the stored representation of the first maximum efficiency response curve, and apply the updated media portfolio input characteristics to the retrieved stored representation of the first maximum efficiency response curve, and generate one or more reallocation values based at least in part on the change.
2 . The system of claim 1 , wherein the interactive planner interface module further operates to model the change as an incremental change record that is applied by the predictor module to the retrieved stored representation of the first maximum efficiency response curve.
3 . The system of claim 1 , wherein the change comprises a variation in one channel.
4 . The system of claim 3 , wherein the variation in one channel does not result in a recalculation of a second maximum efficiency response curve by the planner preprocessor module.
5 . The system of claim 1 , wherein the change comprises at least one of, an allocation change, a spending change, a budget change, and an advertising cost change.
6 . The system of claim 1 , further comprising an efficient frontier calculator to calculate the first maximum efficiency response curve using an efficient frontier algorithm.
7 . The system of claim 1 , further comprising an exhaustive apportioner to calculate the first maximum efficiency response curve using an exhaustive apportioner algorithm.
8 . A computer program product embodied in a non-transitory computer readable medium, the computer readable medium having stored thereon a sequence of instructions which, when executed by a processor causes the processor to execute a process, the process comprising:
calculating a first maximum efficiency response curve of a media portfolio, the first maximum efficiency response curve comprising a first range of response values resulting from a set of initial media portfolio input characteristics;
saving a stored representation of the first maximum efficiency response curve to a storage device;
accepting a change to alter the initial media portfolio input characteristics to a set of updated media portfolio input characteristics;
retrieving the stored representation of the first maximum efficiency response curve;
applying the updated media portfolio input characteristics to the retrieved stored representation of the first maximum efficiency response curve; and
generating one or more reallocation values based at least in part on the change.
9 . The computer program product of claim 8 , wherein the change is modeled as an incremental change record that is applied to the retrieved stored representation of the first maximum efficiency response curve.
10 . The computer program product of claim 8 , wherein the change comprises a variation in one channel.
11 . The computer program product of claim 10 , wherein the variation in one channel does not result in a recalculation of a second maximum efficiency response curve.
12 . The computer program product of claim 8 , wherein the change comprises at least one of, an allocation change, a spending change, a budget change, and an advertising cost change.
13 . The computer program product of claim 8 , wherein the first maximum efficiency response curve is calculated using an efficient frontier algorithm.
14 . The computer program product of claim 8 , wherein the first maximum efficiency response curve is calculated using an exhaustive apportioner algorithm.
15 . A method comprising:
calculating a first maximum efficiency response curve of a media portfolio, the first maximum efficiency response curve comprising a first range of response values resulting from a set of initial media portfolio input characteristics;
saving a stored representation of the first maximum efficiency response curve to a storage device;
accepting a change to alter the initial media portfolio input characteristics to a set of updated media portfolio input characteristics;
retrieving the stored representation of the first maximum efficiency response curve;
applying the updated media portfolio input characteristics to the retrieved stored representation of the first maximum efficiency response curve; and
generating one or more reallocation values based at least in part on the change.
16 . The method of claim 15 , wherein the change is modeled as an incremental change record that is applied to the retrieved stored representation of the first maximum efficiency response curve.
17 . The method of claim 15 , wherein the change comprises a variation in one channel.
18 . The method of claim 17 , wherein the variation in one channel does not result in a recalculation of a second maximum efficiency response curve.
19 . The method of claim 15 , wherein the change comprises at least one of, an allocation change, a spending change, a budget change, and an advertising cost change.
20 . The method of claim 15 , wherein the first maximum efficiency response curve is calculated using an efficient frontier algorithm.