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A/B Test Analysis Report

Pro

Comprehensive analysis and reporting for A/B tests and experiments

A/B TestingAnalysis

About the A/B Test Analysis Report Prompt Template

This data & analytics template assigns the AI the role of a data scientist specializing in experimental design and statistical testing, so the prompt it builds is framed by genuine subject-matter expertise rather than a generic request.

What it does: Analyze A/B test results for your test name and provide a comprehensive report with statistical conclusions.

You fill in 9 fields (6 required, 3 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 Test Name/ID

    e.g., Homepage CTA Button Color Test

  2. 2

    Fill in Test Hypothesis

    What did you expect to happen and why?

  3. 3

    Fill in Primary Metric

    e.g., Conversion rate, Click-through rate

  4. 4

    Fill in Secondary Metrics

    Additional metrics to track

  5. 5

    Fill in Test Duration

    e.g., 2 weeks, 14 days

  6. 6

    Fill in Sample Size (per variant)

    e.g., 10,000 users per variant

  7. 7

    Fill in Number of Variants

    Enter the number of variants for your prompt.

  8. 8

    Fill in Significance Level

    Enter the significance level for your prompt.

  9. 9

    Fill in Business Context

    Why this test matters to the business...

  10. 10

    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 Analysis Report prompt. Required fields shape the core request; optional fields add detail and control.

Test Name/IDtextRequired

A required input that takes a short line of text.

Example: e.g., Homepage CTA Button Color Test

Test HypothesismultilineRequired

A required input that takes a longer, multi-line value.

Example: What did you expect to happen and why?

Primary MetrictextRequired

A required input that takes a short line of text.

Example: e.g., Conversion rate, Click-through rate

Secondary Metricschips

An optional input that takes one or more tag-style values.

Example: Additional metrics to track

Test DurationtextRequired

A required input that takes a short line of text.

Example: e.g., 2 weeks, 14 days

Sample Size (per variant)text

An optional input that takes a short line of text.

Example: e.g., 10,000 users per variant

Number of VariantsselectRequired

A required input that takes one option from a list. Choose from 3 preset choices.

Available choices:

2 (A/B test)3 (A/B/C test)4+ (Multivariate)
Significance LevelselectRequired

A required input that takes one option from a list. Choose from 3 preset choices.

Available choices:

0.05 (95% confidence)0.01 (99% confidence)0.10 (90% confidence)
Business Contextmultiline

An optional input that takes a longer, multi-line value.

Example: Why this test matters to the business...

Use This Template

This is a Pro template. Upgrade to access.

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