How do you select a contextual data provider?

For those of you buying and selling media, how do you select and evaluate contextual data providers? The space is incredibly crowded, so do you treat it as a commodity and go with the cheapest option, or do you carefully evaluate them and select a preferred partner based on methodology, performance or other criteria?

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