Average Order Value and Revenue Per Visitor often move together, which leads teams to treat them as interchangeable — but they answer different questions and respond to different levers.
The formulas
RPV is really AOV × conversion rate in disguise: RPV = AOV × (Orders ÷ Visitors). That relationship is the key to knowing which one to optimize.
What each one isolates
AOV isolates basket size — how much each buyer spends once they've decided to purchase. It's driven by upsells, bundles, and pricing structure.
RPV captures the full picture — how much revenue you extract from every visitor, including the ones who never buy. It's driven by both AOV and conversion rate together.
Why optimizing AOV alone can mislead you
A checkout change that raises AOV by 15% but drops conversion rate by 20% (e.g., an aggressive upsell that annoys buyers) is a net loss — RPV falls even though your headline AOV metric improved. Always check RPV, not just AOV, when evaluating a monetization change.
When to focus on AOV vs conversion rate
| Situation | Higher-leverage lever |
|---|---|
| High traffic, low conversion | Conversion rate (fix the funnel first) |
| Good conversion, small baskets | AOV (bundling, upsells, free-shipping threshold) |
| Both are healthy but growth has stalled | New traffic sources or AOV ceiling raises (new SKUs, tiers) |
Frequently asked questions
Can I improve both AOV and conversion rate at once? Yes — free shipping thresholds and well-placed bundles often lift both simultaneously, since they add perceived value without adding friction to checkout.
Which metric should I report to stakeholders? RPV is the more complete top-line health metric. Report AOV and conversion rate as the two component levers underneath it, so readers can see which one is actually driving RPV changes.
Use the Average Order Value Calculator to calculate both AOV and revenue per visitor from your own revenue, order, and traffic numbers.