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Make repeat purchase an explicit choice.

Product pageWinnerFilter brand

A Subscribe & Save option beside one-time purchase, at the product-page decision point.

This is an anonymized A/B test summary from a 90-day CRO program. The company name is withheld, and the wireframes are recreated with a generic brand.

The problem.

A one-time purchase flow gives customers a price but may not address the repeat nature of the product. For this air-filter brand, the product-page decision could include a recurring option that makes both the savings and the purchase type explicit.

The evidence and questions.

The wider program identified price and decision friction on the product page, including pack size and purchase options. This test addressed that part of the journey by placing the subscription alternative at the same point as the one-time purchase decision.

The hypothesis.

If shoppers can compare a Subscribe & Save 5% option with one-time purchase on the product page, visible savings and automatic-delivery convenience may reduce decision friction and improve commercial performance.

The change, made tangible.

Control / Variant
CONTROL — recreated
☰FILTER BRAND
Anonymized product-page wireframe

3 air filters

16 × 20 × 4 · MERV 8
One-time purchase$68.37
VARIANT — recreated
☰FILTER BRAND
Anonymized product-page wireframe

3 air filters

16 × 20 × 4 · MERV 8
Choose your purchase type
1Reconstructed variant: the customer can compare one-time purchase with Subscribe & Save 5%.
  • Keep one-time purchase visible and selectable.
  • Place Subscribe & Save 5% beside it.
  • Show the price of each purchase option.
  • Make the selected purchase type clear before adding to cart.

Reported test results.

+4.69%Conversion rate
+$1.92Revenue per visitor
$48,076Reported 1-month return

The program summary reports a 4.69% relative conversion-rate uplift, an additional $1.92 in revenue per visitor, and a $48,076 one-month return. The purchase-option presentation is the tested idea; the result should not be generalized to products without a relevant repeat-purchase need.

Reported individual-test results from a 90-day CRO program. Sample size, confidence level, and the financial-return calculation were not included in the summary. Wireframes are recreated and anonymized.

The useful learning.

Savings and convenience can strengthen a recurring-purchase decision when the product and audience support that model. Keep the customer's choice explicit and evaluate the full commercial impact.

See another part of the journey.

Test the starting point of the purchase.
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