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loser-3.3% lift

Checkout: We're Holding Your Rate Urgency

Hypothesis

If we add a component to the checkout page that indicates that is guaranteeing that rate for the next X amount of time (similar to a checkout timer when buying concert tickets, or a quote guarantee when looking at insurance) we can increase the urgency that a user feels to complete the checkout flow and sign up for the plan. Test archive - countdown timers Category analysis - quote guarantees, ticket price countdown timers Lift point - urgency

Copy & MessagingCheckoutEnergy & UtilitiesUrgencyCopyTest ArchiveAddMotivationUrgencyTemplateMedium

Test Results

67.45%
Control CR
65.23%
Variant CR
5,750
Sample size
27
Days run
Control67.45%
Variant65.23%

Key Learning

Problem: Without clear urgency signals, users delay their decision on the checkout, leading to drop-offs and abandoned sessions.

What was tried: If we add a component to the checkout page that indicates that is guaranteeing that rate for the next X amount of time (similar to a checkout timer when buying concert tickets, or a quote guarantee when looking at insurance) we can increase the urgency that a user feels to complete the checkout flow and sign up for the plan. Test archive - countdown timers Category analysis - quote guarantees, ticket price countdown timers

Lift point - urgency (-3.3% change)

Why it failed: The original copy was likely more aligned with user expectations. Radical rewrites often underperform — test iteratively.

How to Apply This to Your Site

This test showed that checkout: we're holding your rate urgency led to a -3.3% drop in conversions. The change was tested on a checkout page in the energy & utilities industry. Avoid replicating this exact approach — instead, consider testing the opposite direction or a more subtle variation.

Before you test: Consider that copy & messaging tests typically require adequate traffic to reach statistical significance. This test ran for 27 days — plan for at least that long.

This result reached 95% statistical confidence, meaning there is a very low probability the observed effect was due to chance. Results at this confidence level are generally considered reliable for making business decisions.

What Was Tested

If we add a component to the checkout page that indicates that is guaranteeing that rate for the next X amount of time (similar to a checkout timer when buying concert tickets, or a quote guarantee when looking at insurance) we can increase the urgency that a user feels to complete the checkout flow and sign up for the plan. Test archive - countdown timers Category analysis - quote guarantees, ticket price countdown timers Lift point - urgency

Methodology

Primary Metric
Transactions
Confidence Level
95%
Lift Range
-5.3% to -1.3%

Build On These Learnings

Save your own experiments, spot winning patterns across your test history, and stop repeating what's already been tried.

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