3 takeaways
- 1
Review landing-page intent, clarity and mobile usability.
- 2
Use AI to generate test hypotheses, then verify them with analytics and customer evidence.
- 3
Prioritize and test changes against a conversion metric.
How to apply it
- Find friction by examining where visitors hesitate, abandon forms or leave key pages.
- Compare the page's headline, offer and next step with the visitor's original intent.
- Use AI to generate alternative wording or page structures, then review them for accuracy.
- Test one focused change and evaluate qualified conversions rather than page views.
- Repeat only after learning from the outcome; avoid treating AI suggestions as proven improvements.
Common questions
Can AI improve website conversion rates?
It can help identify possible issues and generate alternatives, but improvement must be validated through real user behavior and tests.

