A/B Test Analysis Report
ProComprehensive analysis and reporting for A/B tests and experiments
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
Fill in Test Name/ID
e.g., Homepage CTA Button Color Test
- 2
Fill in Test Hypothesis
What did you expect to happen and why?
- 3
Fill in Primary Metric
e.g., Conversion rate, Click-through rate
- 4
Fill in Secondary Metrics
Additional metrics to track
- 5
Fill in Test Duration
e.g., 2 weeks, 14 days
- 6
Fill in Sample Size (per variant)
e.g., 10,000 users per variant
- 7
Fill in Number of Variants
Enter the number of variants for your prompt.
- 8
Fill in Significance Level
Enter the significance level for your prompt.
- 9
Fill in Business Context
Why this test matters to the business...
- 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.
A required input that takes a short line of text.
Example: e.g., Homepage CTA Button Color Test
A required input that takes a longer, multi-line value.
Example: What did you expect to happen and why?
A required input that takes a short line of text.
Example: e.g., Conversion rate, Click-through rate
An optional input that takes one or more tag-style values.
Example: Additional metrics to track
A required input that takes a short line of text.
Example: e.g., 2 weeks, 14 days
An optional input that takes a short line of text.
Example: e.g., 10,000 users per variant
A required input that takes one option from a list. Choose from 3 preset choices.
Available choices:
A required input that takes one option from a list. Choose from 3 preset choices.
Available choices:
An optional input that takes a longer, multi-line value.
Example: Why this test matters to the business...
This is a Pro template. Upgrade to access.
Related Resources
5 Prompt Patterns for Data Analysis That Actually Work
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40 AI Prompts for Data Analysis: From Raw Data to Clear Insights (2026)
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Using the Prompt Optimizer
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