A/B Test Plan
Design structured A/B test experiments with hypotheses, metrics, and analysis plans
About the A/B Test Plan Prompt Template
This data & analytics template assigns the AI the role of a growth product manager experienced in experimentation, statistical analysis, and data-driven decision making, so the prompt it builds is framed by genuine subject-matter expertise rather than a generic request.
What it does: Design an A/B test for your experiment to improve your metric on your product.
You fill in 6 fields (4 required, 2 optional), and SurePrompts assembles a complete, structured prompt you can paste straight into ChatGPT, Claude, or Gemini.
Analyze data and create comprehensive reports with AI-powered data analysis templates.
How to Use This Template
- 1
Fill in What Are You Testing?
e.g., New pricing page layout, Shorter onboarding flow, Different CTA button color
- 2
Fill in Primary Metric
e.g., Conversion rate, Click-through rate, Signup completion, Revenue per user
- 3
Fill in Product / Page
e.g., Landing page, Checkout flow, Onboarding wizard, Pricing page
- 4
Fill in Your Hypothesis
What do you think will happen and why? e.g., "Reducing form fields from 6 to 3 will increase completion rate because users abandon long forms"
- 5
Fill in Available Traffic
Enter the available traffic for your prompt.
- 6
Fill in Desired Test Duration
Enter the desired test duration for your prompt.
- 7
Copy your prompt
Click the copy button to copy your generated prompt, then paste it into your preferred AI tool.
Template Fields
Every field below maps to a part of the finished A/B Test Plan prompt. Required fields shape the core request; optional fields add detail and control.
A required input that takes a short line of text.
Example: e.g., New pricing page layout, Shorter onboarding flow, Different CTA button color
A required input that takes a short line of text.
Example: e.g., Conversion rate, Click-through rate, Signup completion, Revenue per user
A required input that takes a short line of text.
Example: e.g., Landing page, Checkout flow, Onboarding wizard, Pricing page
A required input that takes a longer, multi-line value.
Example: What do you think will happen and why? e.g., "Reducing form fields from 6 to 3 will increase completion rate because users abandon long forms"
An optional input that takes one option from a list. Choose from 4 preset choices.
Available choices:
An optional input that takes one option from a list. Choose from 4 preset choices.
Available choices:
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