StatisticalMetrics and Experimentation

How would you design a statistically rigorous A/B test to evaluate the true impact of this specific product change?

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Interview question asked to Data Scientists interviewing at Careem, Expedia, Dollar Shave Club and other companies. Original question asked: How would you design a statistically rigorous A/B test to evaluate the true impact of this specific product change?.