From A/B Testing to AI Optimization

Summary: A/B testing has evolved — now AI runs continuous multivariate tests and learns in real time.

Problem: Traditional tests are too slow for fast-moving campaigns.

Solution: AI systems can test multiple variables and adapt live to improve conversion rates.

Comparison:

Manual A/B: limited scale
Over-automation: loss of context
AI optimization: faster, contextual learning

Actionable Recommendation: Use AI testing platforms to optimize landing page copy and visuals weekly instead of quarterly.

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