Experiment Agent
Design A/B tests with the right sample size and rigor.
How it works
Describe your task
Sample size calculation
Experiment Agent does the work
Randomization strategy
Get your deliverable
Statistical significance testing
See it in action
"Design A/B test for the new pricing page"
Sample size calculation
Based on analysis of 15+ data sources, the market shows strong growth signals with a 34% YoY increase in demand. Key competitors include three well-funded players, but significant gaps exist in the mid-market segment.
Randomization strategy
Three primary opportunities identified: (1) underserved SMB segment with $2.4B TAM, (2) emerging regulatory tailwinds in Q3 2026, (3) declining satisfaction with incumbent solutions per G2 reviews.
Statistical significance testing
Recommended approach: focus on the compliance automation niche where incumbent NPS scores average 23/100. First-mover advantage window estimated at 8-12 months.
Effect size analysis
Based on analysis of 15+ data sources, the market shows strong growth signals with a 34% YoY increase in demand. Key competitors include three well-funded players, but significant gaps exist in the mid-market segment.
Winner determination with confidence
Three primary opportunities identified: (1) underserved SMB segment with $2.4B TAM, (2) emerging regulatory tailwinds in Q3 2026, (3) declining satisfaction with incumbent solutions per G2 reviews.
Preview of a typical Experiment Agent output — your results will be fully detailed and ready to use.
Example prompts
Capabilities
- Sample size calculation
- Randomization strategy
- Statistical significance testing
- Effect size analysis
- Winner determination with confidence
When to use
- →Avoid underpowered tests
- →Standardize experiment rigor across teams
- →Get statistically defensible decisions
Frequently asked questions
How does Experiment Agent work?
Describe your task in plain English and Experiment Agent handles the rest. It sample size calculation, then randomization strategy, and delivers a polished result you can use immediately.
What do I get as output?
You receive a complete, ready-to-use deliverable. The output includes sample size calculation, randomization strategy, statistical significance testing. Every output is quality-checked before delivery.
How long does it take?
Most runs complete in ~~30 seconds. Complex requests with deeper analysis may take slightly longer. You can close the tab and come back — your result will be waiting.
What plan do I need?
Experiment Agent is included with the Pro plan. No credit card required to try your first run.
Your first run is free. No credit card required.