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Listing: Listing Page

Hypothesis

If we test a similar change on our listing pages as tested, then our conversion metric will likely improve based on their implementation decision.

LayoutCategory PageE-commerceindustry_leakamazonlistingwinner

Test Results

Key Learning

Problem: The information hierarchy on the listing may not match how users actually scan and process the content.

What worked: implemented this UI change (Oct 19, 2020). Implementation suggests positive internal results

Takeaway: Even small lifts compound — across thousands of sessions, this adds up. Layout wins often unlock further opportunities — isolate which specific element drove the lift for even larger gains.

How to Apply This to Your Site

This experiment demonstrated that listing: listing page can improve conversions. The test was run on a category page page in the e-commerce industry.

Before you test: Consider that layout tests typically require adequate traffic to reach statistical significance. Run your test for at least 2 full business cycles to account for weekly traffic patterns.

What Was Tested

A month ago I managed to detect this classic list vs grid layout experiment on two of 's product listing pages. I learned that this a/b test ran at least on two random queries such as "tools for mechanics" and "sports gear". Today, the grid layout view now looks like it was implemented.

Methodology

Confidence Level
70%

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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