Finding fresh or unique data sources
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Sufficient richness of data
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Agility in response to my needs
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Getting data quickly enough
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Finding all the data I need in one place
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Data quality
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Enough records to meet growth targets
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Data combines online and offline sources
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Suitability for customer-centric marketing
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Suitability for audience-building
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Service levels
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