Years ago, an ecommerce client stopped growing.
Of course, I could see it coming. For years I told them that they were growing because they could acquire customers at a reasonable cost. For years I told them that growth would end in a few years.
I'm not sure this client believed my words, my analyses, my forecasts. They were growing.
Months before the forecasts suggested the end of growth was near, their merchandise productivity dipped marginally ... just 5% (+/-). That was it. Growth stopped.
The Executive asked me a question.
Yeah, now what?
The time to perform your lab experiments is when your business is thriving. That's when you introduce a new product line. That's when you create a new brand out of thin air. That's when you attempt to sell in a marketplace to see what happens. That's when you personalize your email marketing campaigns. That's when you explore AI and Influencers and TikTok, you name it. You experiment. You try things knowing that the majority of what you try will fail ... it's an experiment, it's ok to fail.
But you do that when you have a multi-year cushion before growth stops.
The second best time to begin your lab experiments is tomorrow. Maybe business is awful. So what? If you don't start your experiments tomorrow, how are you ever going to dig out of a challenging situation.
The second half of 2026 requires experimentation. If you want to thrive in 2027-2028, you have to identify tactics that work today so you can capitalize on them tomorrow.
Also - it's ok to fail. You'll need to fail a lot to identify a handful of successes. Don't listen to those who paralyze you with ROAS metrics and dashboards with little red stop signs next to your experiments.
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