• Pat Grady

    Outstanding article, we do tests like these all of the time. We use the word friction to discuss your higher converting intermediate step – less friction, higher CR, lower quality. Looking only at the segment under test, can lead to missteps – glad to see your holistic view of the numbers. Truth is, optimizing pieces doesn’t optimize the aggregate. However, optimizing pieces is usually better than not doing any optimization.