Level of integration of personalization technology within tech stacks worldwide 2021

Level of integration of personalization technology within tech stacks among businesses worldwide as of November 2021

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Release date

November 2021

Region

Worldwide

Survey time period

as of November 2021

Number of respondents

>450

Special properties

among individuals in the C-suite, marketing, merchandising, CX, product, and IT

Supplementary notes

The source does not provide a survey date. The date provided is the release date. The source does not specify the type of the survey.

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Statistics on " Marketing personalization worldwide "

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Overview

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Marketers' perspective

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Effectiveness

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Customers' perspective

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