Benefit First or Feature First in the Headline A/B Test

Primary action completion rate

Compare completion to see whether changing the order of benefits affects the target action.

• Bounce rateMake sure the order does not create uncertainty.
• Scroll depthTrack continued browsing; scrolling is not proof of reading.
• Qualified lead rateMake sure the share of qualified leads does not fall.
• Time on pageRead time on page alongside completion.

• OrderReorder the same benefit and feature statements.
• Keep constantKeep claim meaning, subheading, CTA and imagery unchanged.
• ClarityMake sure both versions explain what the product is.
• DisplayKeep both versions readable on tested screens.
• AudienceReview existing product-experience segments; do not derive them from variant behavior.

1. 1Do not put an unsupported benefit first.
2. 2Do not change benefit order and subheading together.
3. 3Do not add an unmeasured result figure to a benefit statement.
4. 4Keep the order consistent with ad messaging.
5. 5Do not turn a result from one product page into a rule for all pages.