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inconclusive

Listing: Shortcut Buttons

Hypothesis

If we implement 'Shortcut Buttons' on listing pages (In this experiment, additional "apply" buttons were shown on listing tiles which lead users one step further in the application process), then key conversion metrics will improve.

Test Results

43,967
Sample size

Key Learning

Context: The primary call-to-action on the listing isn't converting at its potential — design, copy, or placement may be the bottleneck.

What was tested: REAL-WORLD TEST: 'Shortcut Buttons' was tested on a live listing page. The test involved 43,967 real visitors. Full statistical results require paid access. Test methodology: In this experiment, additional "apply" buttons were shown on listing tiles which lead users one step further in the application process. These buttons...

Result: No statistically significant difference was detected. CTA changes that don't move the needle often mean the bottleneck is elsewhere — consider testing the surrounding context or the value proposition instead.

How to Apply This to Your Site

This experiment tested listing: shortcut buttons 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 cta 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, additional "apply" buttons were shown on listing tiles which lead users one step further in the application process. These buttons were also shown with multiple role details. Impact on progression and job application starts was measured.

Methodology

Confidence Level
70%

Build On These Learnings

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