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Jim Coogan
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It's necessary to validate the attribution percentage over time using hold-out panels where the ads aren't served to 25 percent of the cookie pool, for example. Then measure your sales with and without the online ads. Identifying the appropriate attribution percentage is a big issue in getting the metrics correct and in managing your relationship with the online ad vendor.
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Jim Coogan
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