The issue for most companies is in this incorrect assumption that the data that is provided through paid channels allows you to have full end to end understanding of like attribution, which is wrong. It's never been that way. Every business is unique and these, these metrics that we know are important are different for every business lifetime value. Nobody should expect an overnight turnaround with performance marketing. And it will take some time to work out what works.

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