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A/B Test Plan

Design structured A/B test experiments with hypotheses, metrics, and analysis plans

ExperimentationAnalyticsGrowth

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. 1

    Fill in What Are You Testing?

    e.g., New pricing page layout, Shorter onboarding flow, Different CTA button color

  2. 2

    Fill in Primary Metric

    e.g., Conversion rate, Click-through rate, Signup completion, Revenue per user

  3. 3

    Fill in Product / Page

    e.g., Landing page, Checkout flow, Onboarding wizard, Pricing page

  4. 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. 5

    Fill in Available Traffic

    Enter the available traffic for your prompt.

  6. 6

    Fill in Desired Test Duration

    Enter the desired test duration for your prompt.

  7. 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.

What Are You Testing?textRequired

A required input that takes a short line of text.

Example: e.g., New pricing page layout, Shorter onboarding flow, Different CTA button color

Primary MetrictextRequired

A required input that takes a short line of text.

Example: e.g., Conversion rate, Click-through rate, Signup completion, Revenue per user

Product / PagetextRequired

A required input that takes a short line of text.

Example: e.g., Landing page, Checkout flow, Onboarding wizard, Pricing page

Your HypothesismultilineRequired

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"

Available Trafficselect

An optional input that takes one option from a list. Choose from 4 preset choices.

Available choices:

Low (< 1K visitors/week)Medium (1-10K/week)High (10K+/week)Not sure
Desired Test Durationselect

An optional input that takes one option from a list. Choose from 4 preset choices.

Available choices:

1 week2 weeks4 weeksUntil significance
Use This Template

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