July 6, 2026·5 min read

AI Prompts for Research Analysts (Literature Reviews, Data Summaries & Research Reports)

Research analysts spend enormous time synthesizing sources, writing summaries, and formatting reports — work that’s structured enough for AI to accelerate significantly. These five prompts handle the heavy lifting so you can focus on the analysis that actually requires your expertise.

1. Literature Review Synthesizer

Summarize and synthesize multiple sources into a coherent literature review section.

Copy-paste prompt

You are a research analyst. Synthesize the following [NUMBER] sources into a literature review section on [TOPIC]. For each source, extract: the key argument or finding, the methodology used, and its relevance to [RESEARCH QUESTION]. Then write a 3–4 paragraph synthesis that identifies themes, agreements, contradictions, and gaps in the existing research. Cite sources by author/year. Sources: [PASTE SOURCES OR ABSTRACTS].

2. Data Summary Writer

Turn raw data or findings into a clear, executive-ready summary with key takeaways.

Copy-paste prompt

Write a data summary report for the following findings from [DATA SOURCE / STUDY NAME]. Audience: [TARGET AUDIENCE — e.g. senior leadership, clients, academic peers]. Structure the summary as: (1) one-paragraph executive summary, (2) 3–5 key findings with supporting data points, (3) notable trends or patterns, (4) limitations or caveats, (5) recommended next steps. Data: [PASTE DATA OR FINDINGS].

3. Research Report Writer

Structure raw research notes and findings into a polished, publishable research report.

Copy-paste prompt

Write a formal research report on [TOPIC] based on the following notes and findings. The report should include: Abstract (150 words), Introduction (context and research question), Methodology (brief description of approach), Findings (organized by theme or category), Discussion (interpretation and implications), and Conclusion with recommendations. Tone: [academic/professional/accessible]. Target length: [WORD COUNT]. Notes: [PASTE NOTES].

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4. Hypothesis & Research Question Framer

Develop clear, testable hypotheses and research questions from a broad topic area.

Copy-paste prompt

I am researching [BROAD TOPIC AREA] in the context of [INDUSTRY / FIELD / ORGANIZATION]. Help me develop: (1) 3 well-scoped research questions that are specific, answerable, and relevant to [STAKEHOLDER / PURPOSE], (2) 2 testable hypotheses with null and alternative forms, (3) suggested variables to measure for each hypothesis, and (4) potential data sources or research methods for each question. My research goal is: [GOAL].

5. Stakeholder Research Briefing

Convert a detailed research report into a concise briefing document for non-technical stakeholders.

Copy-paste prompt

Convert the following research report into a 1-page stakeholder briefing for [AUDIENCE — e.g. board members, department heads, clients]. The briefing should include: a 2-sentence "What we studied and why" intro, 3 bullet-point key findings (plain language, no jargon), 1 "What this means for us" paragraph with practical implications, and 2–3 recommended actions. Avoid technical terms. Make it scannable and decision-oriented. Report: [PASTE REPORT].

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