Polar Analytics
Polar AnalyticsEcommerce analytics service
- 1Ecommerce Benchmarks 2026 ↗Polar Analytics, Aug 25, 2026
Marketing metric
What you spend on ads to win one new customer on your own site. It’s also called site CAC, for customer acquisition cost.
Acquisition ad spend divided by new site customers.
We divide your acquisition ad spend by your new customers, over the last 12 complete months.
A new customer placed their first order ever in that period.
It needs 2 kinds of data, each from a system you connect.
| Data | From |
|---|---|
| Your Shopify store’s orders and customers | Shopify |
| Spend on the ads that bring buyers to your site | Meta Ads, Google Ads |
The median Shopify CAC is $39.35 to $44.73, by band of gross merchandise value (GMV).
| Band of GMV | Median |
|---|---|
| Under $1M | $39.35 |
| $1M to $5M | $41.88 |
| $5M to $20M | $40.57 |
| $20M to $100M | $44.73 |
| Over $100M | $42.67 |
Polar Analytics publishes medians from more than 4,000 Shopify brands for July 2026, in five bands of GMV.1 We compare you with the median of your band.
| Their period | One month, July 2026. Ours is the last 12 complete months. |
| Their definition | The page doesn’t define CAC. We read it as the same division as ours. |
| Your band | We place you by your own-site revenue over the last 12 complete months. Their bands are by GMV. |
| Who they count | Shopify brands that Polar Analytics tracks. |
Above the median of its band
Every page was read on Sep 30, 2026.