15 Best LLM AI SEO Prompts for Text Summarization

Text summarization is a critical component of content optimization, helping to distill lengthy articles, research papers, and web content into concise, digestible formats. By leveraging Large Language Models (LLMs) like GPT-4, you can create summaries that capture key points while maintaining readability and SEO value.

The best LLM AI SEO prompts for text summarization combine specific instructions with clear parameters to produce summaries that are both search-engine friendly and valuable to readers. These prompts help you extract the most important information from source material, format it appropriately, and ensure it contains relevant keywords—all while maintaining the original context and meaning.

What are the Best LLM AI SEO Prompts for Text Summarization?

1. Basic SEO-Optimized Summary

The Prompt: "Create a 150-word SEO-optimized summary of the following text, incorporating the keyword [primary keyword] naturally 2-3 times. Maintain the core message while highlighting the most important points: [paste text]"

When to Use It: When you need a quick, keyword-rich summary for meta descriptions, introductory paragraphs, or content snippets that will rank well in search results.

Variations:

• "Write a 100-word summary optimized for the search term [keyword] that captures the main arguments of this article."
• "Condense this content into a 3-sentence summary that includes [keyword] and would work well as a meta description."

Additional Information Required: Your primary keyword, the original text to summarize, and any secondary keywords that should be included.

2. Featured Snippet Optimization

The Prompt: "Summarize the following content into a paragraph of 40-50 words that directly answers the question '[target query]' in a format likely to be selected as a Google featured snippet: [paste text]"

When to Use It: When targeting position zero in Google search results by creating concise, direct answers to common questions in your industry.

Variations:

• "Create a definition-style summary of [concept] from this text that would work well as a featured snippet."
• "Extract and summarize step-by-step instructions from this content that answer '[how-to query]' for a potential featured snippet."

Additional Information Required: The specific question you're targeting, the original content, and any formatting preferences (paragraph, list, table).

3. Executive Summary for Long-Form Content

The Prompt: "Create a 250-word executive summary of this [article/report/whitepaper] that highlights key findings, statistics, and conclusions. Include the terms [keyword 1], [keyword 2], and [keyword 3] naturally throughout: [paste text]"

When to Use It: For summarizing research papers, case studies, or lengthy articles where readers need a quick overview before deciding to read the full piece.

Variations:

• "Write a 5-point summary of the major insights from this research paper, incorporating [keywords]."
• "Create an abstract-style summary of this whitepaper that emphasizes actionable takeaways and includes [keywords]."

Additional Information Required: The full text to summarize, target keywords, and any specific points or sections that must be included in the summary.

4. Blog Post Introduction Summary

The Prompt: "Generate an engaging 100-word introduction for a blog post about [topic] that summarizes the following content while incorporating the keyword [primary keyword] in the first sentence: [paste text]"

When to Use It: When creating compelling blog introductions that both summarize the content and hook readers while establishing keyword relevance early.

Variations:

• "Write a question-based introduction that summarizes this content and includes [keyword]."
• "Create a statistic-led introduction that condenses the key points of this article and naturally incorporates [keyword]."

Additional Information Required: Your primary keyword, the blog topic, the content to summarize, and your preferred hook style.

5. TLDR Section Generator

The Prompt: "Create a 'TLDR' (Too Long; Didn't Read) section of 3-5 bullet points that summarizes the key points from this content. Each bullet should be 1-2 sentences and include at least one of these keywords naturally: [keyword 1], [keyword 2], [keyword 3]. Content: [paste text]"

When to Use It: When adding scannable summaries at the beginning or end of long-form content to improve user experience and keyword density.

Variations:

• "Generate a 'Key Takeaways' section with 4 bullet points summarizing this article."
• "Create a 'What You'll Learn' summary section for the beginning of this guide that includes [keywords]."

Additional Information Required: The content to summarize, target keywords, and whether the TLDR should focus on conclusions, process steps, or key findings.

6. Social Media Summary

The Prompt: "Summarize this content into 3 separate social media posts (under 280 characters each) that highlight different aspects of the material. Each post should include #[keyword] and a compelling reason to click through to the full content: [paste text]"

When to Use It: When creating social media teasers that summarize different angles of your content to drive traffic from various audience segments.

Variations:

• "Create a LinkedIn summary post (1200 characters max) that highlights the professional insights from this content."
• "Write a Facebook post summarizing the most surprising finding from this research and include [keyword]."

Additional Information Required: The content to summarize, preferred hashtags, and any specific calls to action you want to include.

7. Comparative Summary

The Prompt: "Create a 200-word summary that compares and contrasts the different viewpoints/methods/products discussed in this content. Include a balanced perspective and naturally incorporate these keywords: [keyword 1], [keyword 2]. Content: [paste text]"

When to Use It: When summarizing content that presents multiple options, viewpoints, or approaches to help readers understand the key differences.

Variations:

• "Summarize the pros and cons of each option mentioned in this article in a balanced way."
• "Create a comparison table summary of the different approaches discussed in this content."

Additional Information Required: The original content, the specific elements being compared, target keywords, and whether you want to highlight certain advantages or disadvantages.

8. Localized Content Summary

The Prompt: "Summarize this content in 150 words while optimizing it for [location] searches by naturally incorporating '[location] + [keyword]' phrases. Maintain the core information while making it relevant to readers in [location]: [paste text]"

When to Use It: When adapting general content for local SEO purposes or creating location-specific versions of your content.

Variations:

• "Create a summary that adapts this national content for readers in [city/region] by including local relevance and keywords."
• "Summarize these general guidelines with specific applications for [location] markets."

Additional Information Required: The original content, target location, location-specific keywords, and any local statistics or information to incorporate.

9. FAQ Summary Generator

The Prompt: "Extract and summarize the 5 most important questions and answers from this content. Format each Q&A pair with the question as an H4 heading (containing a keyword if possible) and the answer as a concise 2-3 sentence paragraph: [paste text]"

When to Use It: When creating FAQ sections that summarize longer content in a search-friendly Q&A format that may trigger featured snippets.

Variations:

• "Generate 3 'People Also Ask' style question and answer pairs based on this content."
• "Create a troubleshooting FAQ summary that addresses the main problems discussed in this article."

Additional Information Required: The content to summarize, target keywords to include in questions, and any specific issues you want the FAQs to address.

10. E-E-A-T Optimized Summary

The Prompt: "Create a 200-word summary of this content that demonstrates Expertise, Experience, Authoritativeness, and Trustworthiness. Include relevant credentials, data points, and cited sources from the original text while incorporating [keyword] naturally: [paste text]"

When to Use It: When summarizing content where establishing credibility is crucial, particularly in YMYL (Your Money Your Life) topics.

Variations:

• "Summarize this medical content while preserving all expert citations and credentials."
• "Create a summary that highlights the experience-based insights and authoritative sources in this financial advice article."

Additional Information Required: The original content, target keywords, and any specific credentials, statistics, or citations that should be highlighted.

11. Multi-Level Summary

The Prompt: "Create three versions of a summary for this content: 1) A 25-word elevator pitch with [primary keyword], 2) A 100-word overview with [primary keyword] and [secondary keyword], and 3) A 250-word detailed summary with all key points and [all target keywords]: [paste text]"

When to Use It: When you need summaries of different lengths for various purposes (meta descriptions, introductions, and executive summaries) from the same content.

Variations:

• "Generate a 30-60-90 summary (30 words, 60 words, 90 words) of this content for different platforms."
• "Create headline, short, and long versions of this summary for mobile, desktop, and print usage."

Additional Information Required: The content to summarize, primary and secondary keywords, and any platform-specific requirements for each summary length.

12. Technical to Simple Summary

The Prompt: "Summarize this technical content into a 150-word explanation that a non-specialist could understand, while retaining the SEO value by including [technical keyword] with a brief plain-language definition: [paste text]"

When to Use It: When creating accessible summaries of complex or technical content that still need to rank for industry-specific terms.

Variations:

• "Create an analogy-based summary that explains these technical concepts in everyday terms."
• "Summarize this technical process in simple language while maintaining key terminology with brief explanations."

Additional Information Required: The technical content to summarize, target technical keywords, the intended audience's knowledge level, and any industry jargon that needs explanation.

13. Action-Oriented Summary

The Prompt: "Create a 150-word summary of this content that focuses on actionable takeaways. Format it with a brief introduction followed by 3-4 bullet points of specific actions readers can take. Include [keyword] naturally throughout: [paste text]"

When to Use It: When summarizing instructional or advice-based content where readers are looking for clear, implementable steps.

Variations:

• "Summarize this guide into a 'Quick Start' section with the essential actions only."
• "Create a 'What to Do Next' summary section that distills this content into immediate action items."

Additional Information Required: The content to summarize, target keywords, and whether actions should be presented in order of importance, difficulty, or chronological sequence.

14. Summary with Schema Markup

The Prompt: "Create a 100-word summary of this article that would work well in an article schema description field. Include the main topic, key findings, and naturally incorporate [keyword] at least once: [paste text]"

When to Use It: When creating summaries specifically for structured data implementation to enhance rich snippets in search results.

Variations:

• "Generate a product summary optimized for product schema that highlights key features and includes [keyword]."
• "Create a recipe summary for schema markup that describes the dish and outcome while including [keyword]."

Additional Information Required: The content to summarize, target keywords, the type of schema you'll be using, and any specific attributes that should be emphasized.

15. Semantic Search-Optimized Summary

The Prompt: "Create a 200-word summary of this content that incorporates not just [primary keyword] but also these semantically related terms: [related term 1], [related term 2], [related term 3]. Ensure the summary answers the search intent behind '[query]': [paste text]"

When to Use It: When optimizing for modern search algorithms that focus on topic comprehensiveness and search intent rather than exact keyword matches.

Variations:

• "Summarize this content while incorporating the entire semantic field around [topic]."
• "Create a summary that addresses the questions behind these related searches: [list of related searches]."

Additional Information Required: The content to summarize, primary keyword, semantically related terms (from tools like SEMrush or Ahrefs), and the search queries you're targeting.

Tips on How to Write Best LLM AI SEO Prompts for Text Summarization

When crafting prompts for text summarization, specificity is key. Start by clearly defining your desired output length, format, and purpose. For SEO-focused summaries, always include your target keywords in the prompt and specify how they should be incorporated (frequency, placement in headings, etc.).

Consider the search intent behind your keywords. Are users looking for quick answers, step-by-step guides, or comprehensive explanations? Tailor your summary prompts to match this intent by specifying whether you want a definition-style summary, a process overview, or a comparison of options.

For best results, provide context about your audience's knowledge level and needs. A summary for industry experts will differ significantly from one aimed at beginners, even when covering the same content. Include audience information in your prompts to ensure the summary matches their expectations.

Always review and refine AI-generated summaries. While LLMs excel at extracting key information, they may occasionally miss nuances or include less relevant points. Use the AI output as a strong first draft, then edit to ensure accuracy, relevance, and proper keyword integration.

How AirOps Aids Your Content Marketing & SEO

AirOps transforms how content marketers and SEO professionals work with AI by providing a structured, efficient platform for creating and managing text summarization workflows. Rather than crafting prompts from scratch each time, AirOps offers customizable templates specifically designed for content optimization and summarization tasks.

With AirOps, you can save your most effective summarization prompts, share them with team members, and consistently apply them across various content pieces. This ensures brand consistency and SEO alignment across all your summarized content, whether it's for meta descriptions, featured snippet targeting, or content introductions.

The platform's analytics help you track which summary formats and approaches drive the best SEO results, allowing you to refine your strategy based on actual performance data. By streamlining the summarization process, AirOps frees your team to focus on strategic content decisions rather than repetitive prompt engineering.

Ready to transform your content summarization workflow? Visit AirOps today to discover how our AI prompt management platform can help you create more effective, SEO-friendly content summaries at scale.

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