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
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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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338 prompts in this category
Startup KPIs for cohort analysis 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 “Startup KPIs for cohort analysis Metrics” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Marketing KPIs 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 KPIs 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.
KPI Framework for sales performance Business
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 “KPI Framework for sales performance Business” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Product KPIs for marketing analytics App
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 “Product KPIs for marketing analytics App” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
E-commerce KPIs for A/B testing Store
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “E-commerce KPIs for A/B testing Store” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
Operational KPIs for cohort analysis Process
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 “Operational KPIs for cohort analysis Process” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Marketing KPIs for HR metrics Campaign
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 “Marketing KPIs for HR metrics Campaign” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Startup KPIs for sales performance 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 “Startup KPIs for sales performance Metrics” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Customer Success KPIs for dashboard design
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 “Customer Success KPIs for dashboard design” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Operational KPIs for user behavior Process
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 “Operational KPIs for user behavior Process” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
KPI Framework for HR metrics Business
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 “KPI Framework for HR metrics Business” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Marketing KPIs for marketing analytics Campaign
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 “Marketing KPIs for marketing analytics Campaign” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Customer Success KPIs for sales performance
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 “Customer Success KPIs for sales performance” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Operational KPIs for user behavior Process
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 “Operational KPIs for user behavior Process” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
KPI Framework for HR metrics Business
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 “KPI Framework for HR metrics Business” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
KPI Framework for marketing analytics Business
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 “KPI Framework for marketing analytics Business” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Marketing KPIs for marketing analytics Campaign
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 “Marketing KPIs for marketing analytics Campaign” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Startup KPIs for sales performance 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 “Startup KPIs for sales performance Metrics” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Product KPIs for dashboard design App
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 “Product KPIs for dashboard design App” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Startup KPIs for A/B testing Metrics
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Startup KPIs for A/B testing Metrics” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
KPI Framework for dashboard design Business
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 “KPI Framework for dashboard design Business” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
E-commerce KPIs for marketing analytics Store
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 “E-commerce KPIs for marketing analytics Store” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Customer Success KPIs 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 “Customer Success KPIs for cohort analysis” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
HR KPIs for user behavior Department
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 “HR KPIs for user behavior Department” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
HR KPIs for customer churn Department
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 “HR KPIs for customer churn Department” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
HR KPIs for customer churn Department
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 “HR KPIs for customer churn Department” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Startup KPIs for customer churn 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 “Startup KPIs for customer churn Metrics” with an analysis or query/formula plan with definitions, checks, findings, limitations and decision implications that can be checked against the supplied evidence.
Product KPIs for dashboard design App
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 “Product KPIs for dashboard design App” with an evidence table with finding, source, limitation, impact hypothesis, action and validation that can be checked against the supplied evidence.
Startup KPIs for A/B testing Metrics
An experiment design/readout with hypothesis, metrics, limitations and decision rules. Includes required inputs, evidence checks and a concrete next step.
Best for
Complete “Startup KPIs for A/B testing Metrics” with an experiment design/readout with hypothesis, metrics, limitations and decision rules that can be checked against the supplied evidence.
Operational KPIs for dashboard design Process
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 “Operational KPIs for dashboard design Process” 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.
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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.