All testsAli Demirbaş - Lab

SaaS & B2B

Making the Annual Plan the Default Selection A/B Test

Preselecting annual billing may shift choices toward a longer commitment. If users miss the billing period, it may increase checkout abandonment or early cancellations. Compare revenue for all assigned users on the same accounting basis across monthly and annual plans; do not treat upfront payment as recurring revenue.

A/B test scenario. This page is a test plan, not the result of a real experiment.

  • SaaS & B2B
  • Revenue per assigned user

Control vs Variant

Which option arrives already chosen is the variable.

Changed
Default selection
Page
SaaS & B2B
Difference
changed

Hypothesis

If the pricing page opens with the annual period selected, users who do not actively choose a billing period may accept the annual discount along with the default. As long as the annual total and billing schedule stay clear, that could raise revenue per assigned user.

Test plan

When to run this test

Visitors who never touch the billing selector in session recordings, support requests about annual billing, and survey answers from users who missed the annual discount raise the question of whether the monthly plan wins only because it is preselected. If the default really drives the choice, the annual plan selection share goes up while the paid subscription start rate holds steady. If billing questions stem from an unclear price explanation, fix that first, and keep cancellation and refund terms visible on the page in both arms.

How to measure success

Revenue per assigned user

Include non-buyers and use the same measurement window and revenue basis for monthly and annual plans.

Also track

  • Paid subscription start rateCompare paid subscription starts across the monthly and annual defaults.
  • Annual plan selection shareReport plan selection; choosing the annual plan does not by itself prove revenue improved.
  • Cancellation or refund rateCompare subscriptions with the same completed follow-up period.
  • Billing-related support requestsTrack questions about billing period or charges using the same visitor denominator.

How to set it up

  • DefaultCompare monthly selected by default with annual selected by default.
  • DiscountKeep the annual discount and its wording unchanged.
  • Price disclosureShow annual total, monthly equivalent and billing schedule clearly in both arms.
  • SelectorUse the same visible selector and allow visitors to change their selection.
  • AudienceReview small-team and enterprise users separately.

What to watch when reading the result

  1. 1A higher annual plan selection share does not prove a revenue gain. Compare revenue per assigned user on the same accounting basis without counting upfront payment as recurring revenue; if paid subscription starts drop or billing-related support requests rise, do not ship.
  2. 2The result is limited to this discount and this billing selector; review small-team and enterprise users separately. Compare cancellations and refunds only on subscriptions whose follow-up period has ended, since early numbers can mislead. On mobile, check that the selected billing period is obvious and that the monthly option stays easy to find.
  3. 3Revenue per user varies far more than a simple conversion rate, because annual and monthly amounts differ so much. If the result is unclear, enter the current paid subscription start rate and the lift you want to detect in the sample size calculator to see the users needed per arm before you extend the test. That figure does not cover the revenue gap, which is noisier, so read revenue with even more caution.

Frequently Asked Questions

Does a higher annual-plan selection share mean more revenue?

Not necessarily. Use revenue per eligible assigned user as the primary outcome, and do not treat upfront collections as recurring revenue.

What is the risk of preselecting the annual plan?

People who miss the billing period may abandon checkout or cancel early. Compare mature cancellations and refunds, billing-related support contacts and the clarity of the mobile selected state.

Can the monthly option be made less noticeable?

Keep it readily accessible. Show the annual total and billing frequency clearly, with cancellation and refund terms. This test changes only the preselected period.