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 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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