Add payment methods
Subscription product page · 5 to 16 June 2026 · 11 days · 99.7% probability to beat control
- Control
- 14,104 visitors · 287 orders · $13,498.12
- Variation
- 13,969 visitors · 355 orders · $16,285.78
Hypothesis
Buyers who had already chosen were dropping at the point of payment because the options on offer did not include the one they intended to use.
What changed
Added further express payment methods to the product page, above the fold, rather than leaving them to appear only inside checkout.
Conversion rate
2.03% to 2.54%
Revenue per visitor
$0.96 to $1.17
Average order value
$47.03 to $45.88
Subscription share of orders
99.0% to 99.4%, reported as no change
Subscription order value
down 3.06%, interval -17% to +13%, spans zero
Read the full readingHide the reading
The clearest result of the three. The interval on conversion sits entirely above zero, so the effect is established rather than suggestive. Revenue per visitor moved with it but its interval just touches zero, and order value is flat, so the gain is more buyers rather than larger baskets. The subscription share of orders did not move either, so the extra buyers arrived on the same mix.

