“We have all these experiments — all positive — but then when you're looking at the numbers you're still flat. I look at the list of wins with 5% and 10% and I'm like — but wait, why are we not growing 30% year-on-year if we have all these wins?”

Stacked A/B wins rarely compound into real revenue growth — investigate the gap

It's common to log a string of positive A/B test results — 5% here, 10% there — yet see flat or slow revenue growth when you zoom out. This mismatch is a signal to go back and recheck whether the individual wins actually held in the real product. Either the wins cancelled each other out, the measurement was flawed, or the gains didn't translate to downstream subscription value.