20 of the best prompts for summarizing, step by step across 4 stages. Works with ChatGPT, Claude, and Gemini.
20 of the best prompts for summarizing, step by step across 4 stages. Works with ChatGPT, Claude, and Gemini.
Published June 27, 2026
Getting Summarizing right takes more than a single prompt. This 4-stage guide covers Summarize Documents and Articles, Summarize Meetings and Conversations, Adapt Summaries for Different Audiences, and more, breaking the whole process into focused steps where each prompt builds on the last. Summarization is one of the highest-volume AI use cases because almost everyone deals with too much text and too little time. These prompts cover the four core summarization workflows: collapsing long documents into what matters, extracting the key points from meetings and calls, adapting summaries for different audiences, and pulling specific information out of dense material. Every prompt is optimized and runs in ChatGPT, Claude, and Gemini.
Long documents are only useful if you can extract what matters. These prompts turn any text into a tight, actionable summary.
Summarize a long document
Summarize the following document in plain language. Give me: the main argument or purpose in one sentence, the three to five most important points, any key facts, numbers, or deadlines mentioned, and one sentence on what action or conclusion the document points toward. Do not include anything that is not in the original: [PASTE DOCUMENT]
Summarize an article or news piece
Summarize this article in three to four sentences: [PASTE ARTICLE]. Cover: what happened or what is being argued, who is involved, why it matters, and what happens next if stated. Write it so someone who has not read the article will understand the full picture.
Extract key points as bullet list
Read this document and extract only the most important points as a clean bullet list: [PASTE TEXT]. Each bullet should be a complete, standalone thought. Remove all filler, repetition, and context that does not add new information. Aim for five to eight bullets maximum.
Summarize a research paper or report
Summarize this research paper or report for a non-specialist reader: [PASTE OR DESCRIBE]. Cover: the research question, the method used, the main finding, the practical implication, and any important caveats or limitations. Keep it under 200 words. Avoid jargon.
Compare and summarize multiple documents
I have the following documents on the same topic: [DESCRIBE OR PASTE EACH]. Summarize each one in two to three sentences, then write a comparison paragraph that identifies: where they agree, where they differ, and which one makes the strongest or most credible argument.
Meetings and long threads lose their value fast if nothing gets captured. These prompts turn raw notes or transcripts into usable summaries.
Summarize meeting notes or transcript
Here are my notes or transcript from a meeting: [PASTE]. Write a structured summary that covers: what was discussed, decisions that were made, action items with owners and deadlines if mentioned, and any open questions or unresolved issues. Format it so someone who was not in the meeting can get fully up to speed.
Extract action items from a meeting
Read these meeting notes or transcript and extract only the action items: [PASTE]. For each action item, identify: what needs to be done, who is responsible if mentioned, and the deadline if stated. Format as a numbered list. If ownership or deadline is unclear, flag it.
Write a post-meeting email summary
Based on these meeting notes, write a short email summary to send to all attendees: [PASTE NOTES]. Include: a two-sentence overview of what we covered, the key decisions made, the action items and owners, and the next meeting or deadline if applicable. Keep the tone professional and the length under 200 words.
Summarize a long email thread
Summarize this email thread in plain language: [PASTE THREAD]. Tell me: what the conversation is about, what each party wants or needs, what has been agreed or decided so far, and what is still unresolved or waiting for a response. Flag any time-sensitive items.
Condense a one-hour call into a briefing
Here is a transcript or detailed notes from a [DURATION] call: [PASTE]. Write a one-page briefing that captures: the purpose of the call, the most important things said by each party, the outcome or next steps, and anything that needs to be followed up. Someone reading this should not need to listen to the recording.
The same information needs different framing for an executive, a client, and a technical team. These prompts reformat summaries for any reader.
Write an executive summary
Write an executive summary of the following material for a senior leader who will skim it in under two minutes: [PASTE CONTENT OR DESCRIBE]. Lead with the bottom line, not the background. Include: the key finding or recommendation, why it matters, what the options or risks are, and what decision or action is needed from them. No more than one page.
Simplify a technical summary for non-experts
This summary contains technical language a non-specialist will not understand: [PASTE SUMMARY]. Rewrite it for an audience with no background in this field. Replace jargon with plain language, add brief context where needed, and keep the core message intact. The reader should understand both what it means and why it matters.
Turn a summary into a client-facing brief
I need to send a summary of the following work or findings to a client: [PASTE CONTENT]. Write a client-facing brief that: focuses on what matters to them specifically, avoids internal jargon or process detail they do not need, states clearly what was done and what it means for their goals, and identifies any actions they need to take.
Summarize for a team update or Slack message
Summarize the following for a quick team update in Slack or a team chat: [PASTE CONTENT]. Keep it under 100 words. Use short sentences. Lead with the most important point. If there are action items, list them clearly at the end with names if known.
Write a summary in plain language for a general audience
Rewrite this summary so that anyone, regardless of background, can understand it: [PASTE SUMMARY]. Avoid assumptions about prior knowledge. Use short sentences, concrete language, and real-world examples where helpful. The goal is clarity, not simplification that loses accuracy.
Sometimes you do not need a full summary. You need one specific thing pulled from a large amount of text. These prompts find the signal in the noise.
Extract all dates and deadlines
Read the following document and extract every date, deadline, or time-sensitive item mentioned: [PASTE DOCUMENT]. For each one, state: the date or timeframe, what it refers to, and who it applies to if stated. Present as a simple list, ordered by date.
Pull all numbers and data points
Extract every number, statistic, percentage, and data point from this text: [PASTE TEXT]. For each one, include the number and one sentence of context so I know what it refers to. Flag any numbers that seem inconsistent or that contradict each other.
Identify commitments and promises made
Read this document or conversation and identify every commitment, promise, or obligation that was made: [PASTE]. For each one, state: who made it, what they committed to, and by when if stated. This is to ensure accountability and follow-through.
Find the main argument and supporting evidence
Read this text and identify: the main argument or claim being made, the evidence or reasons offered to support it, any assumptions the argument depends on, and the weakest point in the reasoning: [PASTE TEXT]. Present as a structured breakdown, not a prose summary.
Summarize only the risks or concerns mentioned
Read this document and extract only the risks, concerns, problems, or negative findings mentioned: [PASTE DOCUMENT]. For each one, include: what the risk is, how serious it is described as being, and what mitigation or response is suggested if any. I want a risk-focused extract, not a general summary.
Give AI a clear output format. Instead of "summarize this," tell it exactly what you want: the main argument, the key points as bullets, and any action items. The more specific the structure you request, the more useful the output. Paste the document directly rather than describing it.
Tell it explicitly what you do not want omitted. For example: "summarize this but keep all numbers, deadlines, and named commitments." AI tends to drop specifics when asked to shorten text, so flagging what is non-negotiable prevents this.
Yes, if you paste the text content directly. Most AI tools cannot read PDF files directly unless you use a tool with file upload support. Copy the text from the PDF and paste it into the prompt. For very long documents, break them into sections and summarize each before combining.
Specify the length explicitly: "in one sentence," "in under 100 words," "in one paragraph," or "in one page." AI will adjust accordingly. If the output is still too long, add "cut it by half" as a follow-up and it will compress without losing the core.
Summarizing highly technical content where precision matters, such as legal contracts or medical studies. AI can miss nuance or paraphrase in ways that change meaning. For these, always read the original alongside the summary and verify any specific claim before acting on it.
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