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Building with AI

15 Best LLM AI SEO Prompts for Marketing Automation

Discover the best LLM AI SEO prompts for marketing automation. Streamline workflows while maintaining search optimization.

June 26, 2025
AirOps Team

Marketing automation has become essential for businesses looking to streamline their operations and maximize efficiency. With the rise of Large Language Models (LLMs) like ChatGPT, marketers now have powerful tools to automate various aspects of their SEO and marketing strategies. These AI-powered solutions can help generate content, analyze data, and optimize campaigns with minimal human intervention.

The best LLM AI SEO prompts for marketing automation are carefully crafted instructions that guide AI models to produce specific, actionable marketing content or analysis. These prompts help marketers save time, maintain consistency, and scale their efforts across multiple channels. When used effectively, they can transform your marketing workflow, allowing you to focus on strategy while the AI handles execution.

What are the Best LLM AI SEO Prompts for Marketing Automation?

1. Keyword Research and Analysis Prompt

The Prompt: "Analyze these [seed keywords] and generate 20 long-tail keyword variations with search volume estimates, competition level, and content topic suggestions for each."

When to Use It: When starting a new SEO campaign or refreshing an existing content strategy and need to identify valuable keyword opportunities.

Variations:

  • "Find semantic keyword clusters related to [main topic] with user intent classification."
  • "Identify keyword gaps between our site and [competitor URLs] with prioritization by opportunity score."

Additional Information Required: Seed keywords, industry/niche, target audience, and any specific content goals or themes.

2. SEO-Optimized Blog Outline Generator

The Prompt: "Create a comprehensive blog post outline for the keyword [target keyword] that includes H2s, H3s, FAQs, and semantic keywords. The post should target [user intent] and compete with the current top 3 ranking articles."

When to Use It: When planning content that needs to rank well for specific keywords while providing value to readers.

Variations:

  • "Generate a skyscraper article outline that improves upon [competitor URL] for the keyword [target keyword]."
  • "Create a beginner-friendly guide outline for [topic] that covers all essential aspects for someone new to this subject."

Additional Information Required: Target keyword, user intent (informational, transactional, etc.), competitor URLs for reference, and target word count.

3. Meta Description Batch Creator

The Prompt: "Generate 10 SEO-optimized meta descriptions for these [page URLs/titles]. Each description should be under 155 characters, include the primary keyword naturally, and have a compelling call-to-action."

When to Use It: When updating or creating meta descriptions for multiple pages to improve click-through rates from search results.

Variations:

  • "Write meta descriptions that highlight unique selling points for these [product page URLs]."
  • "Create meta descriptions that ask questions to drive curiosity for these [blog post URLs]."

Additional Information Required: Page URLs or titles, primary keywords for each page, and unique selling points or value propositions.

4. Content Refresh Strategy

The Prompt: "Analyze [URL] and suggest specific updates to make this content more relevant in 2023. Identify outdated information, missing subtopics based on current SERP results, and new keywords to incorporate."

When to Use It: When updating existing content to improve rankings and relevance.

Variations:

  • "Recommend ways to expand [URL] to make it more comprehensive than competing articles on the same topic."
  • "Suggest how to repurpose [URL] into multiple content formats for maximum reach."

Additional Information Required: URL of content to refresh, publication date, current rankings, and performance metrics.

5. Automated Social Media Caption Generator

The Prompt: "Create 5 social media captions for [platform] promoting this [blog post/product]. Each caption should include relevant hashtags, a compelling hook, and a clear call-to-action while maintaining our brand voice which is [brand voice description]."

When to Use It: When promoting content across social platforms and need platform-specific messaging.

Variations:

  • "Write Twitter threads that break down the key points from [blog post URL]."
  • "Create Instagram captions that tell a story about the problem [product] solves."

Additional Information Required: Content being promoted, target platform, brand voice guidelines, and specific campaign goals.

6. Email Subject Line Testing Suite

The Prompt: "Generate 10 email subject line variations for our [campaign type] targeting [audience segment]. Include a mix of curiosity-based, benefit-driven, and urgency-focused approaches. Each subject line should be under 50 characters."

When to Use It: When planning email campaigns and want to test different approaches to improve open rates.

Variations:

  • "Create subject lines that use personalization variables for our [campaign type]."
  • "Write subject lines paired with preview text that complement each other for our [campaign type]."

Additional Information Required: Campaign purpose, audience segment details, key benefits or offers, and any timing or seasonal relevance.

7. Structured Data Markup Generator

The Prompt: "Create JSON-LD schema markup for [content type] that includes all relevant properties. The content is about [brief description] and should be optimized for rich snippet opportunities."

When to Use It: When implementing structured data to improve search visibility and rich snippet opportunities.

Variations:

  • "Generate FAQ schema markup based on these [questions and answers]."
  • "Create product schema markup for [product details] including reviews and availability."

Additional Information Required: Content type (article, product, event, etc.), specific details about the content, and any existing structured data.

8. Competitor Content Gap Analyzer

The Prompt: "Compare our site [your domain] with these competitors [competitor domains] and identify content topics they rank for that we don't. Prioritize opportunities based on search volume, competition level, and relevance to our business."

When to Use It: During competitive analysis and content planning phases to find untapped opportunities.

Variations:

  • "Find subtopics within [main topic] where competitors have in-depth content but we don't."
  • "Identify question-based keywords our competitors rank for in [topic area]."

Additional Information Required: Your domain, competitor domains, business focus areas, and current content categories.

9. Internal Linking Strategy Generator

The Prompt: "Analyze [URL] and suggest 10 relevant internal linking opportunities from our existing content. For each suggestion, provide the anchor text, source URL, and reason for relevance."

When to Use It: When optimizing site structure and improving content connectivity for better SEO.

Variations:

  • "Create a pillar-cluster content plan for [topic] with internal linking recommendations."
  • "Identify orphaned content on our site and suggest linking strategies to integrate it."

Additional Information Required: Target URL, site structure information, key content themes, and business priorities.

10. Local SEO Citation Builder

The Prompt: "Generate a list of local citation opportunities for [business name] in [location]. Include directory name, domain authority, submission requirements, and prioritize by SEO impact."

When to Use It: When building local SEO presence for businesses with physical locations.

Variations:

  • "Create location-specific content ideas for each of our store locations in [cities list]."
  • "Generate Google Business Profile optimization recommendations for [business name]."

Additional Information Required: Business name, address, phone number, business category, service areas, and existing citations.

11. Content Repurposing Planner

The Prompt: "Take this [content URL] and create a plan to repurpose it into 5 different formats (social posts, infographic, video script, email series, etc.). For each format, outline the key points to include and adaptation strategy."

When to Use It: When maximizing the value of existing content by adapting it for different platforms and formats.

Variations:

  • "Break down [long-form content URL] into a series of short-form content pieces with headlines."
  • "Transform the statistics and data from [content URL] into shareable visual content concepts."

Additional Information Required: Original content URL, target platforms, audience preferences on each platform, and business goals.

12. Automated SEO Report Interpreter

The Prompt: "Analyze this [SEO data/report] and provide actionable insights in bullet points. Highlight the top 3 opportunities, potential issues requiring attention, and recommended next steps prioritized by potential impact."

When to Use It: When reviewing SEO performance data and need quick, actionable takeaways.

Variations:

  • "Compare this month's SEO performance to last month and explain significant changes."
  • "Identify correlations between our content publishing schedule and organic traffic patterns."

Additional Information Required: SEO data or report (traffic, rankings, etc.), business KPIs, and previous optimization efforts.

13. Link Building Outreach Email Generator

The Prompt: "Create 3 personalized outreach email templates for [link building campaign type] targeting [website category]. Each template should have a compelling subject line, personalization placeholders, clear value proposition, and natural call-to-action."

When to Use It: When conducting link building campaigns and need effective outreach communications.

Variations:

  • "Write follow-up email sequences for link building prospects who haven't responded."
  • "Create resource page link request emails that highlight the unique value of our content."

Additional Information Required: Campaign type, target website categories, your content assets, and unique value propositions.

14. SEO-Driven FAQ Creator

The Prompt: "Generate 15 frequently asked questions about [topic/product] based on search intent analysis. For each question, provide a concise, informative answer optimized for featured snippets and include relevant keywords naturally."

When to Use It: When creating FAQ sections for websites or developing Q&A content to capture featured snippets.

Variations:

  • "Create 'People Also Ask' style questions and answers related to [keyword]."
  • "Generate comparison questions between [your product] and [competitor products] with balanced answers."

Additional Information Required: Main topic or product, target keywords, common customer questions, and any specific misconceptions to address.

15. Seasonal Content Calendar Generator

The Prompt: "Create a 6-month content calendar for [industry] that aligns with seasonal trends, industry events, and search volume patterns. Include content topics, target keywords, publication timing, and promotion strategies."

When to Use It: When planning content strategy that needs to align with seasonal trends and industry events.

Variations:

  • "Generate a holiday-focused content plan for Q4 targeting [industry] customers."
  • "Create an evergreen vs. seasonal content mix recommendation for our [topic] blog."

Additional Information Required: Industry, key seasonal periods, important events, historical performance data, and content production capacity.

Tips on How to Write Best LLM AI SEO Prompts for Marketing Automation

  1. Be specific about outputs: Define exactly what you want the AI to produce—formats, word counts, structure, and tone.
  2. Include context: Provide background information about your industry, audience, and goals to get more relevant results.
  3. Use clear instructions: Start with action verbs and be direct about what you need the AI to do.
  4. Specify parameters: Include constraints like word count, tone, style, and format to guide the output.
  5. Add examples: When possible, include examples of what good output looks like to guide the AI.
  6. Break complex tasks into steps: For complicated requests, use a numbered sequence of instructions.
  7. Include your brand guidelines: Mention voice, tone, and style preferences to maintain consistency.
  8. Request multiple options: Ask for variations or alternatives to choose from.
  9. Mention target audience: Specify who the content is for to get appropriate language and framing.
  10. Include performance metrics: When relevant, mention what success looks like (CTR goals, conversion targets, etc.).
  11. Refine iteratively: Use the output to refine your prompt for better results in subsequent attempts.
  12. Save successful prompts: Document prompts that work well so you can reuse and adapt them.

How AirOps Aids Your Content Marketing & SEO

AirOps transforms how marketing teams interact with AI, making sophisticated SEO automation accessible to everyone. The platform provides a structured environment where marketers can create, save, and optimize their most effective prompts without starting from scratch each time.

With AirOps, your team can:

  • Access a library of pre-built SEO and marketing prompts designed by industry experts
  • Customize templates to match your specific brand voice and campaign needs
  • Collaborate on prompt creation and refinement with team members
  • Track which prompts deliver the best results for different marketing objectives
  • Scale your content production while maintaining quality and consistency

The platform eliminates the guesswork in prompt engineering, allowing you to focus on strategy rather than struggling with prompt wording. By standardizing your best-performing prompts, AirOps ensures consistent results across your marketing initiatives.

Whether you're generating keyword research, creating content outlines, or developing meta descriptions at scale, AirOps provides the infrastructure to make your AI-powered marketing more efficient and effective.

Ready to transform your marketing automation with powerful AI prompts? Visit AirOps today to see how their prompt management platform can streamline your workflow and amplify your SEO results.

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