We live in a paradigm where everyone knows shipping is a significant cost, but customers expect inexpensive or free shipping through subsidization.
How you handle this issue is one of the most important decisions you face.
Here’s the story of how our approach at Simple Modern has evolved and a shocking change we recently made.
When we were first getting started, all of our sales were on Amazon. We didn’t have the economics to drive DTC traffic, so we added an insert to every bottle that offered a discount for a free accessory.
All the customer had to do was pay $5.99 for shipping and handling.
Lots of people took us up on this offer, but we weren’t having much success selling our core drinkware products. At the time, most of our products were $20.
Customers didn’t see any reason to pay $5.99 in shipping on a $20 item when they could get it shipped for free by Amazon.
Our website’s AOV during this period was a paltry $22! We knew we needed to get our AOV up and encourage people to buy more drinkware, so we instituted a new shipping policy …
Orders over $10 shipped for free.
This change kicked off a phase of topline growth. Customers started buying more bottles and tumblers. AOV was going up, and our sales were not as concentrated on Amazon as before.
Just one problem: Our economics were terrible.
We were bleeding money on many orders. Gross margins for the site were unsustainable. So we changed our shipping policy again …
Now, we would offer free shipping on orders over $30.
This change slowed our revenue growth but created much healthier gross margins. The change was worth it.
After all, what use is growing your website really quickly if it isn’t generating any contribution profit?
Gradually, we increased our threshold to $50. Then to $75.
Every time, we saw our AOV grow and our margins improve. While this was happening, another major development in the business occurred.
We started selling a lot more items that were $30-$60.
The only problem was our conversion rate kept dropping. We started to see numbers close to 1% some days. We took a fresh look at our numbers and decided we needed to retest a much more aggressive strategy …
Drop the free-shipping threshold back down to $25.
It was a bold move. Margins as a percentage dipped slightly, but it was more than outweighed by all of the performance increases it unlocked.
We saw conversions triple from users who had a cart value between $25-75. As a result, total contribution profit shot up dramatically.
What did I learn from this experience? Three lessons …
1️⃣ Beware of proxies
Proxies are metrics that you use to gauge your health in an area, but they are indirect. For us, we had come to view website AOV as a proxy for overall website health.
The problem is that proxies aren’t actually the thing that matters. They only point towards the thing that matters.
Organizations forget that important fact. As a result, they optimize a proxy … even if it no longer drives success.
At some point we needed our AOV to go down for our website to grow.
2️⃣ You must retest your assumptions
A wise man once said, “It ain’t what you don’t know that gets you into trouble. It’s what you know for sure that just ain’t so.”
It is easy to run a split test, note the result, and then hold that as gospel truth indefinitely.
Here’s the challenge: The world changes.
We had run tests saying that a higher free-shipping threshold was better for us. But our business evolved. We began selling many items that were $30-$60. And our customer base grew dramatically.
It was critical to retest to see if the new environment called for a different approach.
3️⃣ Leadership is about judgement
Ultimately, we decided to retest because a key member of our management team was willing to say, “I think we are getting this one wrong.”
Not an easy thing to do when all the previous data points in the other direction.
Your role as a leader is to leverage good judgment to determine where to test.