1. Pick one important audience difference
Start with a difference that should change the visitor's next step: lifecycle stage, use case, campaign promise, customer status, or another meaningful context.
2. Choose the minimum useful signal
Use the least complicated data that reliably distinguishes the audience. This might be a UTM parameter, a CRM field, a page-view pattern, or a declared preference.
3. Change one meaningful part of the experience
Personalize a headline, proof block, CTA, form, offer, or section when the change can make the experience materially more relevant.
4. Define success before launch
Choose the conversion or behavioral outcome the change is meant to improve.
5. Keep a default experience
Visitors who do not match a useful segment should still see a complete, coherent page.
6. Review complexity
As rules accumulate, document audiences and priorities so overlapping conditions do not create contradictory experiences.
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