Methods and apparatus to incorporate saturation effects into marketing mix models

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United States of America Patent

PATENT NO 10755299
APP PUB NO 20170323332A1
SERIAL NO

15659313

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Methods and apparatus to incorporate saturation effects into marketing mix models are disclosed. An example apparatus includes a reach calculator to convert adstock data associated with an advertising campaign into effective reached realized (ERR) data based on a relationship between reach and adstocked gross rating points indicative of saturation effects of the advertising campaign on a target audience of the advertising campaign. The adstock data corresponds to adstocked gross rating points generated from marketing mix input data. The marketing mix input data includes (a) sales data associated with sales over a period of interest and (b) advertising data associated with the advertising campaign during the period of interest. The apparatus also includes a regression engine to determine an impact of the advertising campaign on the sales during the period of interest based on the ERR data analyzed relative to the sales data.

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Patent OwnerAddress
CITIBANK N A388 GREENWICH STREET NEW YORK NY 10013

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  • 2017 Application Filing Year
  • G06Q Class
  • 16857 Applications Filed
  • 9579 Patents Issued To-Date
  • 56.83 % Issued To-Date
Click to zoom InYear of Issuance% of Matters IssuedCumulative IssuancesYearly Issuances2017201820192020202120222023202420250255075100

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Brixius, Nathan Evanston, US 6 94
Link, Ross Evanston, US 6 21

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Citation count rangeNumber of patents cited in rangeNumber of patents cited in various citation count ranges2579298130111236118231101 - 1011 - 2021 - 3031 - 4041 - 5051 - 6061 - 7071 - 8081 - 90100 +0200400600800100012001400160018002000220024002600280030003200

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