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winner+14.1% lift

Pricing Page: Pricing Prominency on Grid

Hypothesis

Reducing the saliency of pricing information will have beneficial outcomes for the business as rates will be at an all time high in the months prior to fall.

PricingPricing PageEnergy & UtilitiesDistractionPricingLayoutInformation ArchitectureTest ArchiveBusiness ContextUsabilityAttentionDistraction

Test Results

2.72%
Control CR
3.11%
Variant CR
23,235
Sample size
34
Days run
Control2.72%
Variant3.11%

Key Learning

Problem: Each additional form field adds friction to the pricing page, increasing the chance users abandon before completing their submission.

What worked: Reducing the saliency of pricing information will have beneficial outcomes for the business as rates will be at an all time high in the months prior to fall. (+14.1% lift)

Takeaway: A meaningful improvement that compounds with other optimizations. Pricing perception changes are high-leverage — consider testing anchor pricing, tier order, and billing defaults as follow-ups.

How to Apply This to Your Site

This experiment demonstrated that pricing page: pricing prominency on grid can produce a +14.1% improvement in conversions. The test was run on a pricing page page in the energy & utilities industry. With 23,235 visitors in the sample, this is a robust result.

Before you test: Consider that pricing tests typically require large sample sizes to detect small effects. This test ran for 34 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

Reducing the saliency of pricing information will have beneficial outcomes for the business as rates will be at an all time high in the months prior to fall.

Methodology

Primary Metric
sales:enroll:confirm
Confidence Level
95%
Lift Range
12.1% to 16.1%

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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