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How is data used to make ad serving decisions?

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The following data informs all steps in the advertising process:

1) Age, gender, behavioral characterstics

2) Geo, time of day and day of week analysis

3) Media consumption patterns

4) Devices, content and context

5) Path to conversion analysis

6) Recency, frequency analysis

7) Copy/Imagery efficacy

8) Sequential messaging analysis
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