prompt
Sample Size Calculator Brief
Calculate required sample size for {{experiment_type}} with power, effect size, and timeline estimates.
Updated June 2026
The prompt
Calculate sample size for {{experiment_type}}: Inputs: - Baseline metric value: {{baseline}} - Minimum detectable effect (MDE): {{mde}}% - Statistical power: 80% (α = 0.05, two-tailed) - Metric type: {{metric_type}} (binary/continuous) Outputs: 1. Required sample size per variant 2. Total duration (days) assuming {{daily_traffic}} {{traffic_unit}} per day 3. Sensitivity analysis: how sample size changes with different MDE targets 4. Power curve: probability of detecting effect at different true effect sizes Interpretation: - Is the timeline acceptable? - Should we run test longer to detect smaller effects? - Any trade-offs between precision and speed? Format as summary table + recommendation sentence.
Did it work? Rate this prompt
Variables
Experiment description (e.g. 'pricing test: $99 vs $129 plans')Current metric value (e.g. '25%' for conversion rate)Relative lift to detect (e.g. '5' for 5% improvement)Metric type (e.g. 'binary: conversion', 'continuous: revenue')Eligible users/events per dayUnit (users, sessions, events, etc.)Details
Author
AI Khazna
License
—
Security
—
Type
prompt
Related assets
More curated picks in Data & Analytics.
prompt
Turns a set of findings into a clear narrative with a headline, supporting points, and a call to action.
Data Storytelling Builder
Turns a set of findings into a clear narrative with a headline, supporting points, and a call to action.0+
prompt
Get a structured, step-by-step plan to clean a messy dataset before analysis.
Data Cleaning Plan Generator
Get a structured, step-by-step plan to clean a messy dataset before analysis.0+
prompt
Plans a pivot table to answer a specific question from your data.
Pivot Table Planner
Plans a pivot table to answer a specific question from your data.0+
prompt
Produces a structured checklist to audit a dataset across completeness, accuracy, consistency, and timeliness.
Data Quality Audit Checklist
Produces a structured checklist to audit a dataset across completeness, accuracy, consistency, and timeliness.0+
prompt
Describe what you want in words and get the exact Excel formula, plus a short explanation of how it works.
Excel Formula Builder
Describe what you want in words and get the exact Excel formula, plus a short explanation of how it works.0+
prompt
Define the right KPIs, chart types, and layout for a dashboard that serves a specific goal and audience.
KPI Dashboard Planner
Define the right KPIs, chart types, and layout for a dashboard that serves a specific goal and audience.0+
Audit before you install
Run any source through our checks - AI visibility, security, performance, and stack detection.
Automated Web Security Scan
security
PageSpeed Analyzer
performance
AI Content Quality Test
arabic content
AI Agent / MCP Server Tester
ai testing
Site Stack Detector
migration
AI SEO / AEO / GEO Audit
ai visibility
llms.txt Generator
ai visibility
Readability Score
arabic content
Schema / JSON-LD Builder
ai visibility
AI Cost Calculator
ai testing
Headline Analyzer
arabic content