AI prompts for summaries, deep research, data interpretation, document analysis, briefs, and expert explanations.
Analyze this data: [paste your data]. Tell me: 1) The three most important signals in this data, 2) What I should be concerned about, 3) What is performing better than expected, 4) The single highest-impact action I should take based on this, 5) What data I am missing that would make this analysis clearer.
I need to understand [topic] well enough to have an intelligent conversation about it. I currently know [your current level of knowledge]. Give me: 1) The core idea in one plain-English sentence, 2) The five things an expert would consider foundational knowledge, 3) The most common misconception non-experts have, 4) One surprising or counterintuitive fact about this topic, 5) The two or three people or resources considered most authoritative in this space.
Summarize the following document: [paste document]. Provide: 1) The single sentence that captures the entire document's purpose, 2) The five most important insights or arguments, 3) What the author wants the reader to believe or do after reading this, 4) What I should do differently based on this, 5) Any factual claims that should be independently verified. Document: [paste here]
Research the topic of [topic] and give me a comprehensive briefing. Include: a 500-word overview covering the most important things to understand, the most significant recent developments, the main debates or disagreements among experts, the two or three most credible sources or authorities in this space, and the three most surprising or counterintuitive findings you can identify. Cite reasoning for your claims.
Give me honest, direct feedback on this work: [paste your work]. I want rigorous critique, not encouragement. Tell me: 1) The three biggest weaknesses and why they matter, 2) Anything that is unclear, unconvincing, or missing, 3) What an expert in this area would say about it, 4) A specific list of changes that would make this significantly better. Do not soften the feedback.
Research the topic of [topic] and provide a comprehensive briefing. Include: a current overview of the state of this topic, the most significant developments in the last six months, key data points and statistics with sources, the range of expert opinion on this, and three highly credible sources I should read. Prioritize accuracy over completeness.
Summarize the following document from Google Docs: [paste content]. Provide: the central argument or purpose in one sentence, the five most important points, what the author wants the reader to do or believe, and three specific questions the document leaves unanswered. Keep the summary under 200 words.
Give me a current briefing on [topic or industry]. Include: the three most significant recent developments, the overall direction or trend, any major disagreements between credible sources, what leading experts are currently saying, and what I should watch for in the next 30 to 90 days. Ground your answer in current information.
Conduct a literature review summary on [topic]. Provide: the dominant theories or frameworks that experts agree on, the major areas of debate or disagreement, gaps in current research that represent open questions, three to five landmark papers or sources I should read, and a plain-language synthesis of what the research currently tells us about this topic.
Interpret the following data or statistics: [paste your data]. Tell me: 1) What the headline finding is in plain language, 2) What the data does and does not prove, 3) What context is needed to interpret these numbers correctly, 4) What further data would strengthen or challenge this interpretation, 5) How I should communicate this finding to a non-technical audience.
Act as a rigorous research analyst. Create a research brief about AI adoption. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Summarize a long document about remote work. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Analyze survey responses about consumer behavior. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Compare expert opinions about education technology. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Find assumptions in an argument about climate policy. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create a literature review outline about healthcare operations. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Interpret statistics about small business finance. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Extract insights from notes about software markets. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Build a source evaluation checklist about student learning. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create an evidence table about urban planning. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Turn raw data into recommendations about creator economy. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Identify open questions about cybersecurity. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create interview questions about supply chains. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Write an executive research memo about digital marketing. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Explain recent developments about public health. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Map pros and cons about startup funding. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create a fact-checking plan about customer retention. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Synthesize multiple sources about workplace productivity. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Find contradictions in sources about ecommerce trends. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create a decision briefing about mobile apps. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Analyze policy options about online communities. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create a market research summary about data privacy. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Turn a transcript into insights about renewable energy. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create a research brief about remote work. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Summarize a long document about consumer behavior. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Analyze survey responses about education technology. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Compare expert opinions about climate policy. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Find assumptions in an argument about healthcare operations. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create a literature review outline about small business finance. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Interpret statistics about software markets. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Extract insights from notes about student learning. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Build a source evaluation checklist about urban planning. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create an evidence table about creator economy. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Turn raw data into recommendations about cybersecurity. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Identify open questions about supply chains. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create interview questions about digital marketing. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Write an executive research memo about public health. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Explain recent developments about startup funding. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Map pros and cons about customer retention. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create a fact-checking plan about workplace productivity. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Synthesize multiple sources about ecommerce trends. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Find contradictions in sources about mobile apps. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create a decision briefing about online communities. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Analyze policy options about data privacy. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Create a market research summary about renewable energy. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a rigorous research analyst. Turn a transcript into insights about AI adoption. Source material: [paste data, notes, links, transcript, or document excerpts]. Research question: [state the question]. Deliver: 1) the concise answer, 2) key evidence grouped by theme, 3) confidence level and why, 4) assumptions or limitations, 5) what to verify next, 6) practical implications for a decision-maker. Separate facts from interpretation.
Act as a direct career coach. Create a LinkedIn summary for someone in data analysis. My background: [paste experience, target role, company, constraints, and current draft if any]. Goal: [get interview, negotiate, switch careers, improve profile, or make a decision]. Produce: 1) the finished message, plan, or answer, 2) the reasoning behind it, 3) what to customize, 4) mistakes to avoid, 5) a stronger alternative version if I want a bolder tone.
Act as a direct career coach. Negotiate compensation for someone in data analysis. My background: [paste experience, target role, company, constraints, and current draft if any]. Goal: [get interview, negotiate, switch careers, improve profile, or make a decision]. Produce: 1) the finished message, plan, or answer, 2) the reasoning behind it, 3) what to customize, 4) mistakes to avoid, 5) a stronger alternative version if I want a bolder tone.
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