Data Analysis AI prompts
Excel, SQL, data visualization, KPIs and AI-powered reporting. Best for SQL, spreadsheets, dashboards, and KPI reviews, reporting workflows that need clearer logic, summarizing analysis into action-ready recommendations.
338
In this category
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5
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3
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Every prompt below is open. Copy it straight into ChatGPT, Claude, or Gemini.
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All prompts
338 prompts in this category
Quarterly Business Review for A/B testing
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Quarterly Business Review for A/B testing” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
Performance Report for A/B testing Team
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Performance Report for A/B testing Team” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
Financial Report for HR metrics Company
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Financial Report for HR metrics Company” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Performance Report for inventory management Team
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Performance Report for inventory management Team” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Data Analysis Report for HR metrics
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Data Analysis Report for HR metrics” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Monthly Report Template for customer churn
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Monthly Report Template for customer churn” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Sales Report for marketing analytics Period
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Sales Report for marketing analytics Period” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Data Analysis Report for user behavior
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Data Analysis Report for user behavior” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Executive Summary for customer churn Data
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Executive Summary for customer churn Data” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Data Analysis Report for sales performance
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Data Analysis Report for sales performance” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Executive Summary for customer churn Data
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Executive Summary for customer churn Data” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Annual Report for sales performance Company
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Annual Report for sales performance Company” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Ad-hoc Analysis Report for cohort analysis
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Ad-hoc Analysis Report for cohort analysis” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Marketing Report for dashboard design Campaign
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Marketing Report for dashboard design Campaign” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Quarterly Business Review for financial reporting
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Quarterly Business Review for financial reporting” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Marketing Report for A/B testing Campaign
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Marketing Report for A/B testing Campaign” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
Data Analysis Report for financial reporting
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Data Analysis Report for financial reporting” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Marketing Report for customer churn Campaign
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Marketing Report for customer churn Campaign” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Data Analysis Report for financial reporting
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Data Analysis Report for financial reporting” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Quarterly Business Review for customer churn
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Quarterly Business Review for customer churn” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Monthly Report Template for A/B testing
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Monthly Report Template for A/B testing” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
Monthly Report Template for marketing analytics
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Monthly Report Template for marketing analytics” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Data Analysis Report for marketing analytics
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Data Analysis Report for marketing analytics” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Data Analysis Report for customer churn
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Data Analysis Report for customer churn” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Quarterly Business Review for customer churn
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Quarterly Business Review for customer churn” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Performance Report for A/B testing Team
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Performance Report for A/B testing Team” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
Quarterly Business Review for HR metrics
An analysis or query/formula plan with definitions, checks, findings, limitations and decision implications. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Quarterly Business Review for HR metrics” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Financial Report for A/B testing Company
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Financial Report for A/B testing Company” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
Monthly Report Template for inventory management
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Monthly Report Template for inventory management” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Annual Report for marketing analytics Company
An evidence table with finding, source, limitation, impact hypothesis, action and validation. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Annual Report for marketing analytics Company” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
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Related categories
Explore adjacent prompt libraries that support data analysis workflows.
Programming & Dev
Code, debugging, architecture, DevOps and AI-powered development
Finance & Accounting
Financial planning, investments, taxes and cash flow management
Project Management
Planning, agile, risk management, communication and deliverables
SEO & Traffic
On-page optimization, link building, SEO content and organic traffic
How to use Data Analysis prompts well
Start with the prompt closest to your workflow, replace any placeholders with your own context, and tell the model what a good output looks like. The fastest improvement usually comes from clearer context, tighter constraints, and a more specific deliverable.
This category is especially useful for SQL, spreadsheets, dashboards, and KPI reviews. Treat the prompt as the execution layer, then refine it into a reusable workflow once you know it solves a real recurring problem.