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Paid Social Landing Page Conversion Test

EasyA/B Testing & Experimentation00:00
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Problem

Scenario

You work on a growth team optimizing a paid social landing page for an IT management product. You believe changes to the page’s messaging and layout could improve visitor-to-signup conversion, but you want a clean experiment design rather than relying on noisy channel swings.

Question

How would you set up a hypothesis for improving conversion on this landing page, and how would you structure the A/B test so you can make a reliable ship decision?

Key Metrics

MDE·10% relative liftBaseline·8.0%Guardrails·Bounce rate, cost per signup, signup error ratePrimary metric·Visitor-to-signup conversion rate