AI prompts for data and analytics
18 step-by-step guides for data and analytics. Each guide covers every stage with 20 copy-paste ready prompts.
TLDR
The best data and analytics AI prompts for ChatGPT, Claude, and Gemini. This free library covers 18 specialist data and analytics use cases, each with a structured, copy-and-paste ready prompt collection that guides you from first draft to finished output.
Every data and analytics guide here is designed for professionals who need real results, not generic one-liners. AI prompt guides for analysts and data teams covering dashboards, KPI selection, A/B testing, forecasting, and user research synthesis. Works with every major AI model and free to use without creating an account.
18 prompt guides for data and analytics
Data Analysis
Data analysis prompt examples to structure analysis clearly, write the queries and code to get answers, interpret results correctly, and communicate findings to people who need to make decisions
Dashboard Design
Best AI prompts for dashboard design to help streamline the process by guiding you through user research, data visualization choices, layout design, and usability testing to create a functional and visually appealing dashboard
KPI Selection
Kpi selection prompt examples to guide users through the process of identifying, defining, and implementing effective KPIs that drive performance and accountability
A/B Test Planning
Best AI prompts for ab test planning to every stage of the A/B testing process, from defining objectives and hypotheses to analyzing results and iterating on findings
Survey Design
Survey design prompt examples to through each stage of survey design, from defining objectives and crafting questions to analyzing results and refining future surveys
Funnel Analysis
Best AI prompts for funnel analysis to analyze each stage of your funnel, identify bottlenecks, and develop strategies to enhance overall performance
Cohort Analysis
Free ChatGPT prompts for cohort analysis to assist users in conducting cohort analysis by guiding them through data collection, analysis, visualization, and interpretation stages
Attribution Modeling
Attribution modeling prompt examples to help marketers and analysts systematically define their models, evaluate data sources, assign credit accurately, and optimize marketing strategies based on insights gained
Revenue Forecasting
Revenue forecasting prompt examples to help users gather data, analyze trends, create forecasts, and adjust their strategies effectively
Analytics Reporting
Best AI prompts for analytics reporting to help users effectively analyze data, create structured reports, and present findings in a clear, impactful manner
User Research Planning
Free ChatGPT prompts for user research planning to every stage of user research planning, from defining objectives to analyzing findings and making actionable recommendations
UX Research Synthesis
Free ChatGPT prompts for ux research synthesis to distill insights, identify patterns, and present findings in a clear and actionable way, ensuring that your research drives design decisions effectively
Competitive Intelligence
Competitive intelligence prompt examples to collect data, analyze competitor strengths and weaknesses, and develop strategies to improve your own offerings
Market Sizing
Free ChatGPT prompts for market sizing to systematically define the market, estimate its size, analyze trends, and identify key customer segments
Product Metrics Analysis
Free ChatGPT prompts for product metrics analysis to help teams systematically gather, evaluate, and act on data to improve product performance and user satisfaction
Data Visualization Planning
Data visualization planning prompt examples to guide users through every phase: defining goals, identifying key data, designing effective visuals, and presenting findings in a compelling way
Customer Segmentation
Best AI prompts for customer segmentation to identify distinct customer segments, tailor messaging, and enhance engagement by leveraging data-driven insights
Growth Modeling
Free ChatGPT prompts for growth modeling to develop comprehensive growth models by defining parameters, analyzing data, forecasting trends, and validating your assumptions
Frequently asked questions
What are the best AI prompts for data and analytics?+
The best AI prompts for data and analytics are structured as step-by-step workflows that guide you from planning to final output. This collection includes 18 guides for data and analytics, each with 20 prompts organized across four stages. Copy any prompt, fill in the bracketed [PLACEHOLDERS], and get professional results immediately with ChatGPT, Claude, Gemini, or any major AI tool.
How do I use AI for data and analytics?+
Start by picking the guide that matches your specific goal, then follow the prompts in order. Each guide breaks the task into four stages so the AI builds on what it already knows about your situation. All 18 guides in this collection work with every major AI tool and are designed to take you from a blank page to a finished result.
Are these data and analytics prompt guides free?+
Many guides on this page are free to browse. The full TopFreePrompts library, with 50,000+ prompts, is available with a one-time Lucy+ license rather than a recurring subscription.
Which AI tools work with these data and analytics guides?+
All guides are fully compatible with ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and every other major text-based AI tool. The prompts are written to be tool-agnostic so the same prompt delivers great results regardless of which AI you use.