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inconclusive

Listing: Less Or More Visible Prices

Hypothesis

If we implement 'Less Or More Visible Prices' on listing pages (In this experiment, price was made more visible using size and a higher contrast color), then key conversion metrics will improve.

Test Results

55,293
Sample size

Key Learning

Context: How prices are displayed on the listing directly influences perceived value and willingness to buy.

What was tested: REAL-WORLD TEST: 'Less Or More Visible Prices' was tested on a live listing page. The test involved 55,293 real visitors. Full statistical results require paid access. Test methodology: In this experiment, price was made more visible using size and a higher contrast color. Impact on progressions and bookings was measured.

Result: No statistically significant difference was detected. Pricing tests that are inconclusive may indicate the price itself isn't the issue — the perceived value or the framing might matter more.

How to Apply This to Your Site

This experiment tested listing: less or more visible prices but produced no statistically significant change. The test was run on a category page page in the cross-industry industry. Inconclusive results suggest this particular change may not be a priority — focus testing effort on higher-impact areas.

Before you test: Consider that pricing tests typically require large sample sizes to detect small effects. Run your test for at least 2 full business cycles to account for weekly traffic patterns.

What Was Tested

In this experiment, price was made more visible using size and a higher contrast color. Impact on progressions and bookings was measured.

Methodology

Confidence Level
70%

Build On These Learnings

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