Data & Research AI Prompt Templates
Copy-ready data & research prompts with fill-in fields. Pick one, fill in the blanks, and paste it into ChatGPT, Claude, or Gemini. Free to browse.
- Accessibility Audit Checklist - Ordered by who gets locked out, not by checklist number.
- Airbnb Listing Sanity Check - Compares an Airbnb's listing text against its recent reviews to expose the gaps before you pay, with the review lines that back each finding.
- Business Idea Validation Plan - Designs the cheapest test that could prove a business idea wrong, with the conversations to have, the questions that get past polite yes, and decision rules…
- Citation Format Fixer - Turns a messy list of references into one consistent citation style, correctly sorted, with missing details flagged instead of invented.
- Cited Research Note - Answers a technical question as a short note where each claim carries its source and the date it was checked.
- Contract Clause Explainer - A contract clause translated into plain English with every condition intact, a concrete example of when it bites, and a note on whether it is one-sided.
- Contractor Quote Comparison - Three quotes, three different scopes, one comparable picture.
- Data Analysis Prompt Framework - Turns a dataset and a business question into a precise analysis plan: the right methods, the metrics to compute, the charts to draw, and a summary shaped for…
- Data Cleaning Plan - Clean it in the right order, or you'll do half of it twice.
- Difficult Concept Explainer - Explains a hard concept starting from what you already know, aimed at the exact point where you get lost, with two different worked examples and the common…
- Discovery Call Question Set - A sequenced set of discovery call questions that tells you whether the deal is real before you build a proposal, with early disqualifiers.
- Dissertation Topic Narrowing - Takes the broad thing you are interested in and cuts it down to a dissertation question you can finish, with the scope, risks, and trade-offs of each option.
- DIY Project Feasibility Check - An honest verdict on whether to do a home job yourself or pay a professional, weighing your skill, risk, tools, and the quote, with the method if it is a yes.
- E-commerce Product Research - Shortlists products worth selling online by weighing price band, competition, platform fit, and margin, then names the next test to run.
- Flexible Week Flight Hunt - Turns a rough travel window into a flight search plan: the cheapest likely date pairs, which sites to check for each, and what to verify before booking.
- Formal Complaint Letter - Drafts a factual complaint letter with a clear chronology, a specific remedy and a deadline, so the company has to address the facts.
- Gemini Deep Research Brief - Scopes an AI deep research run with a sharp question, ranked sub-questions and source rules, so the report supports a decision.
- Infrastructure as Code Review - Catch the resource that quietly gets destroyed on next apply.
- Interview Question Design - Designs a scored set of behavioural interview questions for a role, with follow-up probes and strong versus weak answer markers so a panel scores consistently.
- Jupyter Notebook Analysis Plan - A plan for a notebook analysis that states the question first, checks the data, picks a method, plans the charts and ends with caveats.
- Market Research Questionnaire Maker - Designs an unbiased survey that gets honest answers to your research question, with the question types, order, and wording chosen to avoid leading respondents.
- Metric Definition Document - A metric definition document with the exact calculation, edge-case rules, and a worked example, so two teams asking the same question get the same number.
- Metrics Review Scorecard - Builds a weekly metrics scorecard showing each number against its target and trend, the likely cause of any move and the one action it triggers.
- PDF Extraction and Summary - Extracts facts, tables, and decisions from a long PDF into a structured summary where every point carries its page reference, so claims can be checked fast.
- Perplexity Query Optimizer - Rewrites a half-formed question into a focused search query for an answer engine, with the right focus mode and two follow-ups.
- Python Pandas Data Analyzer - Runnable Pandas code that cleans, reshapes, and analyses a described dataset, with the missing-value handling and optional plot already written.
- Reading Assignment Digest - Condenses an assigned reading into the author's claim, strongest evidence, weakest assumption and three discussion questions for seminar.
- Same Hotel, Three Apps: What Am I Actually Paying? - Compares the pasted price screens from several hotel booking apps for the same room and dates, and works out the true all-in total for each so you can see…
- Small Claims Preparation - A frank verdict on whether a small claim is worth bringing, then a prepared case: timeline, evidenced figure, evidence gaps, pre-action steps and a realistic…
- Social Impact Measurement Tool - A measurement plan for a social impact project: chosen indicators, data methods, analysis rhythm, stakeholder roles and a reporting schedule.
- Sourdough Troubleshooting - Diagnoses a flat, dense or gummy sourdough loaf by naming the one most likely cause and a runner-up, then gives a single change to test on the next bake.
- Spreadsheet Formula Explainer & Builder - Gives you a working Excel or Google Sheets formula, a plain-English breakdown of each part, and the likely ways it breaks, or fixes one that errors.
- Spreadsheet Formula Helper - A working spreadsheet formula matched to your actual layout, with a plain breakdown so you can adapt it, and notes on where it breaks.
- Spreadsheet Model Builder - Lays out a spreadsheet model with separated inputs, stated assumptions, traceable formulas, and a summary sheet, so a reviewer can follow every number.
- SQL Query Builder - A correct SQL query for a plain-English question, with the join risks called out so row counts and totals are not silently inflated.
- Strength Plateau Troubleshooter - Finds why a lift has stalled by weighing recovery, calories, frequency, technique and program design, then sets an eight-week change with a week-four…
- Usability Test Plan - Plans a usability test with realistic tasks, success criteria, participant criteria and an observation sheet so findings are comparable across sessions.
- User Interview Guide - Builds a 30-minute user interview guide with a warm-up, open questions on past behaviour, follow-up probes and the habits that spoil the answers.
- Visas, Transit Rules and the Layover That Might Not Work - Checks an itinerary for the entry and transit requirements that get people turned away at check-in, from visas to six-month passport rules to connections that…
- What Do These Fare Rules Actually Mean? - Plain-English translation of the fine print before you hit book.