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How we test

One change. One control. Public results.

Every GOA experiment starts with a claim marketers repeat, measures a baseline, changes one thing on one site, and publishes the outcome either way — including when nothing happens.

Full methodology notes are coming soon. Until then, follow live experiments on the Labs page.