Revenue Per Visitor (RPV) Uplift Calculator

Compare two test variants on the metric that actually pays the bills: revenue per visitor. Enter visitors, orders, and revenue for each variant; the calculator returns each variant's RPV, conversion rate, and average order value, plus the relative RPV uplift. Use it for ecommerce tests where a variant can move order value and conversion rate in opposite directions, conversion rate alone will misread those tests.

Worked example

Control (A): 1,000 visitors, 20 orders, $2,000 revenue, RPV $2.00, 2.0% conversion, $100 AOV. Variant (B): 1,000 visitors, 22 orders, $2,530 revenue, RPV $2.53, 2.2% conversion, $115 AOV. Conversion rate improved 10%, but RPV improved 26.5% because the variant also lifted average order value. A conversion-rate-only read would have undersold this result by more than half.

How the maths works

RPV is total revenue divided by total visitors, per variant. It decomposes as conversion rate x average order value, so the calculator shows all three numbers, when RPV moves, you can see which lever moved it. Note what this calculator deliberately does not do: significance testing. Revenue distributions are heavily skewed by occasional large orders, so the proportion tests used for conversion rates do not apply; RPV significance needs bootstrapping or rank-based tests.

Frequently Asked Questions

What is revenue per visitor (RPV)?

Total revenue divided by total visitors. It combines conversion rate and average order value into one number: how much each visitor is actually worth.

Why use RPV instead of conversion rate for ecommerce tests?

Because a variant can raise conversion rate while lowering average order value - or the reverse - and conversion rate alone will misread both. RPV captures the full revenue effect, which is what an ecommerce test is really trying to move.

How is the RPV uplift calculated?

RPV is computed per variant (revenue / visitors), and the uplift is the relative difference of variant B over variant A. The calculator also shows each variant's conversion rate and average order value so you can see which lever moved.

Does this tell me whether the RPV difference is statistically significant?

No. Revenue distributions are heavily skewed by large orders, so proportion tests do not apply - significance testing on RPV needs methods like bootstrapping or Mann-Whitney. Use our significance calculator for conversion-rate comparisons.

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Also try our A/B Test Significance Calculator and Conversion Rate Calculator. Not sure what to test or fix first? Run our free CRO audit tool for a scored, 6-pillar report on your page in 3-5 minutes. Explore all free CRO tools.