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Marketing KPI for Pricing Experiments: Impact Metrics

Pricing experiments fail in predictable ways. Not because the tests are “wrong,” but because the team picks the wrong marketing key performance indicator (marketing KPI) for what they are trying to learn. A/B tests can show that conversion improved on a landing page, but still leave you with a bad pricing decision if you cannot explain the commercial impact. The whole point of pricing experimentation is to move profit, not just click-through. Over the years, I have seen

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