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Building with AI

15 Custom LLM AI SEO Prompts for Marketing

Create custom LLM AI SEO prompts for marketing campaigns. Tailor AI assistance to your specific business needs and goals.

June 26, 2025
AirOps Team

Custom LLM AI SEO prompts for marketing are specialized instructions given to large language models like ChatGPT, Claude, or Bard to generate SEO-optimized content for marketing purposes. These prompts help marketers create content that ranks well in search engines while maintaining readability and engagement for human audiences.

What Are Custom LLM AI SEO Prompts for Marketing? They are carefully crafted instructions that guide AI models to produce content with proper keyword density, semantic relevance, and search-friendly structure. Unlike basic prompts, custom LLM AI SEO prompts include specific parameters about keywords, search intent, content structure, and other SEO factors that help the generated content perform better in search rankings while still providing value to readers.

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

1. Keyword-Optimized Blog Post Creator

  • The Prompt: "Create a 1,500-word blog post about [topic] that targets the primary keyword [keyword] and secondary keywords [keyword 1, keyword 2, keyword 3]. Include an engaging introduction, 5 H2 sections, bullet points where appropriate, and a conclusion with a call to action. Optimize for readability with short paragraphs and conversational tone while maintaining E-E-A-T principles."
  • When to Use It: When you need comprehensive blog content that's structured for SEO success while providing genuine value to readers.
  • Variations:
    • "Write a 2,000-word ultimate guide about [topic] targeting [keyword] with FAQ section for featured snippets."
    • "Create a comparison post between [product A] and [product B] optimized for the keyword [comparison keyword]."
  • Additional Information Required: Primary keyword, secondary keywords, target word count, any specific sections or points to include, and your brand's tone of voice guidelines.

2. Meta Description Generator

  • The Prompt: "Generate 5 compelling meta descriptions for my article about [topic]. Each should be under 155 characters, include the keyword [keyword], contain a clear value proposition, and end with a call to action that encourages clicks from search results."
  • When to Use It: When finalizing content and needing to create an effective meta description that improves click-through rates from search results.
  • Variations:
    • "Write 3 meta descriptions for a product page selling [product] that highlight different benefits."
    • "Create a meta description for a local business page that includes [location keyword] and promotes [unique selling point]."
  • Additional Information Required: Target keyword, article topic or summary, unique selling points, and character count preference.

3. SEO-Optimized Product Description Creator

  • The Prompt: "Write a 300-word product description for [product name] that naturally incorporates the keyword [keyword] 2-3 times. Highlight the following benefits: [benefit 1, benefit 2, benefit 3]. Include technical specifications and address common customer questions. End with a purchase-driving call to action."
  • When to Use It: When creating or updating product pages that need to rank for specific product-related keywords.
  • Variations:
    • "Create a luxury product description for [high-end product] that appeals to affluent customers while targeting [keyword]."
    • "Write a technical product description for [B2B product] that addresses [industry] pain points and ranks for [keyword]."
  • Additional Information Required: Product name, target keyword, key features, benefits, technical specifications, and target audience.

4. Local SEO Content Generator

  • The Prompt: "Create a 800-word location page for [business type] in [city, state] that naturally incorporates local keywords like [local keyword 1, local keyword 2]. Include sections on services offered, business hours, location advantages, customer testimonials, and a Google Maps embedding suggestion. Optimize for 'near me' searches."
  • When to Use It: When building location pages for businesses with physical locations or service areas.
  • Variations:
    • "Write a neighborhood guide for [neighborhood name] that positions [business] as a local authority and targets [local keyword]."
    • "Create a service area page for [service] in [city] with local landmarks and geographic references."
  • Additional Information Required: Business name, address, service area, local keywords, business hours, services offered, and unique local selling points.

5. FAQ Schema Content Developer

  • The Prompt: "Generate 10 frequently asked questions about [topic/product/service] with comprehensive answers (50-75 words each) that target long-tail keywords [keyword 1, keyword 2, keyword 3]. Format the output ready for FAQ schema markup to maximize chances for featured snippets."
  • When to Use It: When you want to capture featured snippets and improve content comprehensiveness by addressing common questions.
  • Variations:
    • "Create a troubleshooting FAQ for [product] that targets question-based keywords."
    • "Write a comparison FAQ that addresses 'vs' and 'alternative to' searches for [product] and competitors."
  • Additional Information Required: Topic focus, target long-tail keywords, common customer questions, and preferred answer length.

6. SEO Title Tag Optimizer

  • The Prompt: "Generate 7 SEO-optimized title tags for an article about [topic] that include the keyword [keyword]. Each title should be under 60 characters, be compelling enough to drive clicks, include numbers or power words where appropriate, and clearly communicate the content's value."
  • When to Use It: When finalizing content and needing compelling title options that balance SEO requirements with click-worthiness.
  • Variations:
    • "Create 5 how-to title tags for [topic] that include [keyword] and promise a specific benefit."
    • "Write 3 listicle title tags for [topic] with different number variations (5/7/10 ways to...)."
  • Additional Information Required: Content topic, target keyword, article format (how-to, listicle, guide, etc.), and unique angle.

7. Content Cluster Builder

  • The Prompt: "Create an outline for a content cluster on [topic] with one pillar page (2000+ words) and 5 supporting articles (1000+ words each). Include target keywords for each piece, suggested H2s, and how they should link together. The pillar page should target [main keyword] while cluster content should target [related keyword 1, related keyword 2, etc.]."
  • When to Use It: When planning comprehensive SEO content strategies that establish topical authority through related content.
  • Variations:
    • "Design a product-focused content cluster for [product] with buying guide as pillar and supporting comparison articles."
    • "Create a location-based content cluster for [service] in [city] with neighborhood-specific supporting content."
  • Additional Information Required: Main topic, primary keyword, related keywords, current content gaps, and business goals for the content.

8. Internal Linking Strategy Creator

  • The Prompt: "Analyze these 5 article topics: [topic 1, topic 2, topic 3, topic 4, topic 5]. Suggest 3-5 natural internal linking opportunities between them, including anchor text recommendations that incorporate relevant keywords without over-optimization. Prioritize linking from newer content to established pages."
  • When to Use It: When publishing new content or auditing existing content to improve site structure and link equity distribution.
  • Variations:
    • "Create a silo structure internal linking plan for [topic category] with anchor text recommendations."
    • "Suggest contextual internal linking opportunities from this new article [topic] to our existing cornerstone content."
  • Additional Information Required: List of content topics/URLs, target keywords for each piece, and any existing content performance data.

9. Keyword-Optimized Introduction Paragraph

  • The Prompt: "Write an engaging 150-word introduction paragraph for an article about [topic] that naturally includes the keyword [keyword] in the first 50 words. The introduction should hook readers with a surprising statistic or question, establish the problem the article will solve, and preview the key points without being formulaic."
  • When to Use It: When you want to create a strong opening that satisfies both SEO requirements and reader engagement.
  • Variations:
    • "Create a story-based introduction for [topic] that incorporates [keyword] and establishes reader empathy."
    • "Write a data-driven introduction for [topic] that cites a recent statistic and includes [keyword]."
  • Additional Information Required: Article topic, target keyword, article type, target audience pain points, and any statistics or hooks to include.

10. E-E-A-T Content Enhancer

  • The Prompt: "Review this content outline about [topic] and suggest ways to enhance its E-E-A-T signals for SEO. Recommend sections to add author credentials, cite authoritative sources, include expert quotes, address user concerns, and demonstrate firsthand experience with [topic/product]. Maintain keyword optimization for [target keyword]."
  • When to Use It: When creating content in YMYL (Your Money or Your Life) niches or any topic where establishing expertise and trustworthiness is crucial for rankings.
  • Variations:
    • "Enhance this medical content outline with proper E-E-A-T signals while targeting [keyword]."
    • "Add financial expertise signals to this investment guide outline while maintaining [keyword] optimization."
  • Additional Information Required: Content outline or draft, target keyword, author credentials, available expert resources, and industry-specific trust signals.

11. Competitive Content Gap Analyzer

  • The Prompt: "Based on these top 3 competing articles for the keyword [keyword]: [URL 1, URL 2, URL 3], identify content gaps and create an outline for an article that covers everything they do plus additional valuable information they're missing. Include suggested H2s, word count recommendations, and unique angles that would make our content more comprehensive."
  • When to Use It: When planning content that needs to outperform existing high-ranking articles for competitive keywords.
  • Variations:
    • "Analyze these competitor product pages for [product type] and suggest content improvements to outrank them."
    • "Identify missing subtopics in competitor articles about [topic] and create a more comprehensive outline."
  • Additional Information Required: Target keyword, competitor URLs, current SERP features for the keyword, and your content goals.

12. Featured Snippet Optimizer

  • The Prompt: "For the keyword [keyword] that displays a featured snippet, create content specifically formatted to capture this position. Based on the current snippet type (paragraph/list/table), create optimized content that directly answers the query more comprehensively than the current featured result while maintaining natural keyword usage."
  • When to Use It: When targeting keywords that already display featured snippets and you want to create content specifically designed to capture that position.
  • Variations:
    • "Create a step-by-step process optimized for the list-type featured snippet for [keyword]."
    • "Write a concise paragraph definition optimized to capture the featured snippet for [keyword]."
  • Additional Information Required: Target keyword, current featured snippet content and format, and any additional context about search intent.

13. User Intent-Aligned Content Creator

  • The Prompt: "Analyze the search intent behind the keyword [keyword] and create a content outline that perfectly matches this intent. If informational, focus on comprehensive answers; if commercial, emphasize comparisons and reviews; if transactional, highlight benefits and CTAs. Include search-optimized H2s and ensure the content structure aligns with top-ranking pages while offering unique value."
  • When to Use It: When you need content that precisely matches the search intent behind your target keywords.
  • Variations:
    • "Create mixed-intent content for [keyword] that satisfies both informational and commercial searchers."
    • "Develop a buyer's guide for [product keyword] that addresses all stages of the purchase journey."
  • Additional Information Required: Target keyword, current top-ranking content types for the keyword, and your understanding of the audience's needs at different funnel stages.

14. Schema Markup Content Generator

  • The Prompt: "Create content specifically designed to maximize the effectiveness of [schema type] schema markup for [topic/product/service]. Include all necessary elements that can be marked up, such as ratings, reviews, price, availability, or steps (for HowTo schema), while naturally incorporating the keyword [keyword] throughout the content."
  • When to Use It: When creating content that will benefit from specific schema markup types to enhance SERP appearance.
  • Variations:
    • "Write a recipe article optimized for Recipe schema that targets [keyword]."
    • "Create a how-to guide structured for HowTo schema targeting [keyword]."
  • Additional Information Required: Target schema type, keyword, necessary schema elements, and any specific requirements for your content management system.

15. Content Refresh and Updater

  • The Prompt: "Analyze this existing content about [topic] that targets [keyword] and suggest updates to improve its SEO performance. Identify outdated information, recommend new sections based on current search trends, suggest updated statistics or examples, and restructure the content if needed while preserving existing ranking signals and expanding keyword coverage."
  • When to Use It: When refreshing existing content that may have lost rankings or needs updating to remain competitive.
  • Variations:
    • "Update this seasonal content for [year] while maintaining its ranking for [keyword]."
    • "Refresh this product comparison to include new market entrants while preserving rankings for [keyword]."
  • Additional Information Required: Existing content URL or text, current keyword rankings, publishing date, and specific aspects that need updating.

Tips on How to Write Custom LLM AI SEO Prompts for Marketing

  1. Start with search intent research: Before writing prompts, understand what type of content ranks for your target keywords and what user needs it fulfills.
  2. Include specific SEO parameters: Mention keyword density expectations, content structure, word count, and other SEO factors directly in your prompts.
  3. Provide content examples: Link to or describe content that currently ranks well for similar keywords to guide the AI's output style.
  4. Balance SEO and readability: Emphasize that content should prioritize human readers while strategically incorporating SEO elements.
  5. Request proper formatting: Specify heading structure, paragraph length, and other formatting elements that improve both readability and SEO.
  6. Ask for strategic keyword placement: Request keywords in important locations like headings, first paragraph, and conclusion.
  7. Incorporate SERP feature optimization: If you're targeting featured snippets, "People Also Ask" boxes, or other SERP features, include specific formatting requirements.
  8. Request E-E-A-T signals: Ask the AI to suggest places to incorporate expertise signals, citations, and trust elements.
  9. Be specific about on-page elements: Request meta titles, descriptions, alt text suggestions, and other on-page SEO elements alongside main content.
  10. Test and refine your prompts: Track the performance of content created with different prompts and continuously improve your instructions based on results.

How AirOps Aids Your Content Marketing & SEO

AirOps transforms how marketing teams approach content creation and SEO by providing a powerful platform for managing and optimizing AI prompts at scale. Instead of starting from scratch with each content piece, AirOps allows you to build, store, and refine your most effective SEO prompts.

With AirOps, marketing teams can:

  • Create libraries of proven SEO prompts tailored to different content types and business objectives
  • Standardize content creation processes across team members while maintaining SEO best practices
  • Track which prompts generate the highest-performing content for specific keywords
  • Collaborate on prompt refinement to continuously improve SEO outcomes
  • Scale content production without sacrificing quality or search optimization

The platform's intuitive interface makes advanced prompt engineering accessible to marketers without technical backgrounds, allowing anyone on your team to generate SEO-optimized content consistently. By centralizing your prompt strategies, AirOps helps maintain brand voice and SEO standards across all AI-generated content.

For organizations managing large content calendars across multiple channels, AirOps provides the infrastructure needed to implement SEO strategies efficiently and consistently. The result is better-performing content, improved search visibility, and significant time savings for your marketing team.

Ready to transform your content marketing and SEO with powerful AI prompt management? Visit AirOps today to discover how our platform can help you create better-performing content in less time.

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