The Best AI Prompts for Summarizing Anything

Summarization is one of the most common things people use AI for — and one of the most inconsistently done. A vague "summarize this" gets you a vague output. Specific prompts get specific results.

After a few months of building prompts for this exact task, here's what actually works.

Why Generic "Summarize This" Fails

The problem isn't the AI. It's that "summarize this" gives the model no constraints. Should it be 3 bullets or 3 paragraphs? Should it preserve technical detail or strip it? Is this for a 10-year-old or a PhD? The model guesses — and often guesses wrong.

The prompts below force clarity: length, format, audience, and what to keep vs. cut.

Long Article or Blog Post

Prompt:

Summarize the following article in 3-5 bullet points. Each bullet should be a complete sentence. Focus on the core argument and key supporting points. Skip examples unless they're central to the point.

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When to use it: Quickly scanning RSS feeds, research rabbit holes, or Pocket saves you never got to.

Variation — executive summary format:

Summarize the following article in 2 paragraphs: (1) what the author is arguing, and (2) the most important evidence or implication. Write for a smart reader who has no background in this topic.

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Meeting Notes or Transcript

Prompt:

Summarize these meeting notes into:
1. Key decisions made (with owners if mentioned)
2. Action items (format: [Name]: [Task] by [Date if mentioned])
3. Open questions or unresolved topics

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Why this works: The three-section format forces the AI to distinguish between decisions, tasks, and ambiguity — instead of lumping everything into one wall of text.

For longer transcripts:

This is a meeting transcript. Ignore small talk, repeated points, and tangents. Extract:
- The 3-5 most important decisions made
- All action items with owners and deadlines
- Anything that requires follow-up from leadership

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Research Paper or Academic Article

Prompt:

Summarize this research paper for a non-specialist reader. Structure your response as:
1. What question the paper is trying to answer (1-2 sentences)
2. The method used (1-2 sentences, plain language)
3. Key findings (3-5 bullets)
4. What this means in practice (1 paragraph)
5. Any significant limitations or caveats the authors mention

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Variation — for speed-reading abstracts:

Read this abstract and tell me in 3 sentences: what was studied, what was found, and why it matters.

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Slack Thread or Team Chat

Prompt:

Summarize this Slack thread. Pull out:
- The original question or problem
- Key responses or perspectives
- Any consensus or decision reached
- Any tasks or follow-ups mentioned

Ignore emoji reactions and one-word responses.

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Tip: This works great with Slack's "Copy all" feature on threads.

Book Summary (Chapter or Full)

Prompt:

Summarize this chapter from the perspective of someone who wants to apply the ideas at work. Focus on:
- The central concept
- The most actionable insight
- One concrete thing I can do differently based on this chapter

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For a full book (using highlighted notes):

These are my highlights from a book I recently finished. Based on these, summarize:
1. The book's main thesis in 1-2 sentences
2. The 3-5 most important ideas
3. The most actionable takeaway

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Podcast or Video Transcript

Prompt:

This is a transcript from a podcast or video. Summarize it in the following format:
- Guest/speaker name (if mentioned)
- Main topic discussed
- 5 key points or insights (1-2 sentences each)
- Most quotable moment or idea

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For interviews specifically:

Summarize this interview transcript. Focus on what the guest is arguing, what makes their perspective unique, and any concrete advice or frameworks they share. Skip the host's questions in your summary.

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Legal Document or Contract Section

Prompt:

Summarize this legal document section in plain English. Explain:
- What this section is about
- What it requires of each party
- Any unusual clauses or terms that differ from standard agreements
- Any potential gotchas I should flag for a lawyer

Keep it simple enough for a non-lawyer to understand.

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⚠️ Always verify any AI summary of legal documents with an actual attorney before acting on it.

Email Thread or Long Email

Prompt:

Summarize this email thread in 3-4 sentences. Include:
- What was being discussed or decided
- The current status or conclusion
- Any action required from me

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For a single long email:

Summarize this email in 2 sentences: what is being asked of me, and by when (if mentioned).

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News Article (With Opinion Filtering)

Prompt:

Summarize the factual content of this article separately from the author's opinions or commentary.

First, list the verifiable facts stated. Then, separately, summarize the author's interpretation or framing of those facts.

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Why this prompt: News articles routinely blend fact and editorial. This forces a clear separation.

Technical Documentation or README

Prompt:

Summarize this technical documentation for a developer who is evaluating whether to use this tool or library. Include:
- What it does in one sentence
- The main use cases it's designed for
- Key technical requirements or constraints
- Any notable limitations or known issues

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YouTube Comments or Reviews

Prompt:

I'm going to paste a set of comments or reviews. Summarize:
- The main positive themes
- The main criticisms or complaints
- Any specific feature requests or suggestions
- Overall sentiment (positive/mixed/negative)

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Tips for Getting Better Summaries

Be explicit about format. Bullets vs. paragraphs, sentence count, headers or not — state it upfront. The model will match whatever you specify.

Specify the audience. "Summarize for my CEO" and "summarize for a new hire" will produce very different outputs from the same source.

Ask what to skip. "Ignore examples unless central to the argument" or "skip the intro" removes the noise that makes summaries bloated.

Use {{clipboard}} instead of pasting manually. If you're running these prompts repeatedly, storing them with the {{clipboard}} token means you copy your content, fire the prompt, and the context is already injected. No manual pasting.

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If you find yourself reaching for the same summarization prompt three times a week, it's worth binding it to a shortcut. Save these in a Promptzy vault — Cmd+Shift+P, type "summarize," and the right prompt is in your clipboard in under 2 seconds.

The best summary prompt is the one you actually use consistently.