Find out if your search results should rank by relevance, popularity, or margin

Search ranking logic directly shapes what people buy, and relevance-only ranking often leaves revenue on the table. This tests relevance, popularity-weighted, and margin-weighted ranking against each other.

Analyticsexperiment-strategistEcommerceStandard1 step1 output

Experiment

Website experiment created on /experiences.

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What it does

Runs a server-side experiment controlling the search backend, testing relevance-based, popularity-weighted, and margin-weighted product search ranking.

You get

the search ranking logic that measurably performs best

How it works

Set up the ranking test

Run Experiment

Runs a server experiment on the search_ranking_strategy flag with three rankings: relevance only, relevance weighted by sales velocity, and relevance weighted by profit margin. Only sessions with a real search count. The winner earns the most revenue in the session of a search.

Produces:Experiment

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