A/B test landing page copy with AI-generated variants
AirOps MCP analyzes your top-converting landing pages and extracts the patterns — headline structures, value proposition framing, CTA language — that drive conversions. It then generates a full set of test variants for any page, tagged by hypothesis, and stages them in your testing platform. Post-test, it summarizes winners and updates your copy guidelines automatically.
Process
Identify your reference pages
Share your top 3–5 converting landing pages. AirOps analyzes the copy patterns — headline structure, value prop framing, CTA language — that correlate with conversion.
Select the page to test
Choose the landing page you want to optimize. AirOps identifies the elements with the highest variance from your top performers.
Generate test variants
AirOps produces a set of copy variants for each element, each tagged with the specific hypothesis it’s testing.
Stage in your testing platform
Export variants to Optimizely or VWO with structured test metadata already filled in — hypothesis, primary metric, and success threshold.
Review results and update guidelines
After the test completes, AirOps summarizes the winning patterns and appends them to your copy guidelines for future use.
Key benefits
Publish 10,000+ pages from a single workflow run
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