Why revenue per visitor is the number that matters
Revenue per visitor is conversion rate multiplied by average order value. It tells you how much each visit earns, so it captures both more buyers and bigger orders in one number. A discount can push conversion up while quietly shrinking order value; revenue per visitor shows whether you actually made more money.
Because the two multiply, a 10% lift in conversion rate is worth exactly the same as a 10% lift in average order value. And they stack: lift both by 10% and revenue per visitor rises 21%.
The two levers, in plain English
Conversion rate: more visitors buy
Give each visitor one clear next step instead of a grid to scroll, make the right product obvious, and use real urgency (a sale that actually ends). See when a product quiz helps and how to test changes properly.
Average order value: every order is bigger
Bundles, tier ladders, free-shipping thresholds and a discount that grows with the order. Our guides on increasing average order value and bundles and upsells cover the tactics.
How Tap Vortex uses this number: we rebuild your sale page as a guided vortex inside your Shopify store, then run it as an A/B test against your current page. Same offer, same ads. Whichever earns more revenue per visitor gets 100% of the traffic. See how it works.
FAQ
How do I calculate revenue per visitor?
Divide your revenue by your number of visitors (sessions) for the same period. It is the same as conversion rate multiplied by average order value. For example, a 2% conversion rate and an $80 average order value gives $1.60 per visitor.
Where do I find these numbers in Shopify?
In Shopify admin, go to Analytics. The overview shows sessions, conversion rate and average order value for any date range. Use a recent full month so the numbers are not skewed by a one-off sale.
Is this a forecast?
No. It is a what-if. It shows what a lift would be worth if you achieved it. Real results depend on your store, offer, traffic and margin, which is why we prove any change with an A/B test before rolling it out.
Should I focus on conversion rate or average order value?
Both multiply together, so a 10% lift in either is worth the same. Average order value is often the faster lever because bundles and tiers grow every order without needing more buyers.