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AI Prompt to Summarise a Research Paper

Most people ask AI to “Summarise this research paper”—and wonder why the output is mediocre. Here's how to write a prompt that actually gets you what you want on the first try.

Last updated · By the Prompt Orange team

Before

Summarise this research paper

Too vague—AI has to guess what you want

After

Summarise the following academic research paper for a non-academic business audience. Output: (1) one-paragraph plain-English summary, (2) top 3 key findings as bullets, (3) one practical implication for a B2B SaaS company, (4) any important limitations or caveats. Flag anything that is the authors' opinion rather than empirical finding.

Specific, clear, ready to use

What makes the strong prompt better?

Non-academic audience instruction prevents jargon-heavy summaries

Limitations section surfaces nuance that most AI summaries miss

Opinion vs. finding distinction is critical for research integrity

Related prompt templates

Frequently asked questions

What is the best AI prompt to summarise a research paper?

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A great prompt to summarise a research paper is specific about the output you want. Use this template as a starting point: "Summarise the following academic research paper for a non-academic business audience. Output: (1) one-paragraph plain-English summary, (2) top 3 key findings as bullets, (3) one practical implication for a B2B SaaS company, (4) any important limitations or caveats. Flag anythi..." Adjust the specifics — audience, tone, length — to match your situation.

Which AI tool works best to summarise a research paper?

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Claude handles this prompt well, but the same structure works in Claude, Gemini, and other modern LLMs. The reason it works isn't the tool — it's the level of context and constraint in the prompt itself.

Why does my AI a research paper come out generic?

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Generic output almost always traces back to a vague prompt like "Summarise this research paper". To fix it: add audience, tone, length, examples to follow, and things to avoid. The strong prompt above shows each of those in action.

Can I use this prompt commercially?

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Yes — these are templates, not protected content. Adapt them freely for client work, internal use, or production tools. Output rights depend on the AI tool's terms (ChatGPT, Claude etc each set their own).

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