14 Best LLM AI SEO Prompts for Market Research

Market research is a critical component of any successful SEO strategy. By leveraging Large Language Models (LLMs) like ChatGPT, you can streamline your research process and uncover valuable insights that might otherwise remain hidden. With the right prompts, you can analyze competitors, identify keyword opportunities, understand user intent, and develop content that resonates with your target audience.

The best LLM AI SEO prompts for market research help you extract actionable insights from vast amounts of data. These prompts guide AI tools to generate comprehensive analyses of market trends, competitor strategies, and customer behaviors. By using specific, well-crafted prompts, you can obtain detailed information about your target market, identify gaps in existing content, and develop strategies that give you a competitive edge in search rankings.

What are the Best LLM AI SEO Prompts for Market Research?

1. Competitor Content Gap Analysis

The Prompt: "Analyze the top 5 ranking websites for [target keyword]. Identify content topics they cover that [my website] is missing. Format the response as a prioritized list of content gaps with brief explanations of why each topic would be valuable to create."

When to Use It: When planning your content strategy and looking to identify opportunities your competitors have capitalized on but you haven't yet addressed.

Variations:

• "Compare the content structure of [competitor website] and [my website] for [topic]. What sections or subtopics am I missing?"
• "Identify unique selling points in the content of the top 3 ranking sites for [keyword] that my site doesn't highlight."

Additional Information Required: Your website URL, target keyword or topic, and if possible, a list of your main competitors.

2. Keyword Opportunity Finder

The Prompt: "For the primary keyword [main keyword], generate a list of 20 related long-tail keywords with lower competition but good search volume. Include search intent for each keyword and suggest content formats that would best match that intent."

When to Use It: When expanding your keyword strategy beyond obvious primary terms to find more targeted opportunities with less competition.

Variations:

• "Find question-based keywords related to [topic] that show research intent and are under-served in current search results."
• "Identify seasonal keyword opportunities for [product/service] with their peak search months."

Additional Information Required: Your main keyword or topic, your industry, and any specific content types you're focusing on (blogs, product pages, etc.).

3. User Intent Decoder

The Prompt: "For the keyword [target keyword], analyze the search intent behind it. Categorize it as informational, navigational, commercial, or transactional. Then break down what users are specifically looking to accomplish when searching this term and how content should be structured to meet those needs."

When to Use It: When creating content for specific keywords and wanting to ensure it aligns perfectly with what users expect to find.

Variations:

• "Compare the user intent differences between [keyword 1] and [keyword 2] and how content should be tailored differently for each."
• "Identify the emotional drivers behind searches for [keyword] and how to address them in content."

Additional Information Required: Your target keyword, your product or service category, and your target audience demographics.

4. SERP Feature Opportunity Analyzer

The Prompt: "Analyze the SERP features (featured snippets, people also ask, knowledge panels, etc.) currently appearing for [keyword]. Suggest specific content structures and formats I should create to capture these SERP features, with examples of how to format the content."

When to Use It: When optimizing content to capture rich results and increase visibility in search results beyond traditional rankings.

Variations:

• "What FAQ content should I create to target the 'People Also Ask' section for [keyword]?"
• "How should I structure my content to win the featured snippet for [keyword]?"

Additional Information Required: Your target keyword, current SERP features you've noticed, and your content type (blog, product page, etc.).

5. Content Freshness Assessment

The Prompt: "Analyze the top 10 search results for [keyword] and identify how recently they were updated. Determine what new information, statistics, or perspectives have emerged since these articles were published that I could include in fresh content to gain a competitive edge."

When to Use It: When entering a competitive content space and looking for ways to provide more current, relevant information than existing results.

Variations:

• "What outdated information or statistics are being cited in the top ranking articles for [topic]?"
• "Identify emerging subtopics related to [main topic] that aren't well-covered in existing search results."

Additional Information Required: Your target keyword, the publishing dates of current top results if you know them, and your industry.

6. Audience Pain Point Extractor

The Prompt: "Based on [industry/niche], identify the top 10 pain points my target audience is experiencing. For each pain point, suggest how I could address it in SEO content, what keywords relate to this pain point, and what content format would be most effective."

When to Use It: When developing a content strategy that genuinely addresses customer needs rather than just targeting keywords.

Variations:

• "What questions are people asking in forums and social media about [topic] that aren't well-answered in existing content?"
• "Identify emotional triggers and concerns for buyers of [product/service] and how to address them in SEO content."

Additional Information Required: Your industry or niche, target audience demographics, and your products or services.

7. Semantic Keyword Cluster Builder

The Prompt: "Create a comprehensive semantic keyword cluster for [main topic]. Group related keywords by subtopic, include search intent for each group, and suggest a content structure that could address all keywords in each cluster in a single piece of content."

When to Use It: When planning topic clusters or pillar content that comprehensively covers a subject rather than creating multiple thin pieces of content.

Variations:

• "Build a topic hierarchy for [main keyword] with primary, secondary, and tertiary subtopics and related keywords."
• "Create a content map for [topic] showing how different keyword clusters relate to each other in the buyer journey."

Additional Information Required: Your main topic or keyword, any existing content you have on the topic, and your content goals.

8. Trend Prediction Analyzer

The Prompt: "Based on current search trends in [industry], predict emerging topics and keywords that are likely to gain search volume in the next 6-12 months. Provide rationale for each prediction and suggest how to create content now to capitalize on these future trends."

When to Use It: When planning forward-looking content strategy and wanting to position yourself ahead of trends rather than chasing them.

Variations:

• "Identify seasonal trends for [topic] and create a content calendar for the next 12 months."
• "Analyze year-over-year search trends for [topic] and predict which subtopics will grow or decline in the coming year."

Additional Information Required: Your industry, any trend data you already have, and your geographic target market.

9. Competitor Backlink Opportunity Finder

The Prompt: "Analyze the backlink profiles of [competitor 1] and [competitor 2]. Identify their most valuable backlink sources that I don't currently have links from. For each opportunity, suggest content I could create that would be relevant and valuable to these linking sites."

When to Use It: When developing a link building strategy based on competitor analysis rather than starting from scratch.

Variations:

• "Find industry publications that link to multiple competitors in [niche] but not to my site, and suggest pitch angles."
• "Identify resource pages in [industry] that link to competitors and suggest content I could create to earn inclusion."

Additional Information Required: Your competitors' websites, your website, and any existing backlink data you have.

10. Local SEO Market Gap Analyzer

The Prompt: "For [local business type] in [location], analyze what content the top-ranking local businesses are missing on their websites. Identify local-specific topics, keywords, and content types that could help my business stand out in local search results."

When to Use It: When optimizing for local SEO and looking for content opportunities that competitors haven't fully leveraged.

Variations:

• "Identify neighborhood-specific content opportunities for [business] in [city] that would strengthen local relevance."
• "Suggest local event or community tie-in content ideas for [business type] in [location] to boost local SEO."

Additional Information Required: Your business type, location, and information about top local competitors.

11. E-E-A-T Content Opportunity Finder

The Prompt: "For [YMYL topic], analyze how the top-ranking content demonstrates Experience, Expertise, Authoritativeness, and Trustworthiness. Identify specific E-E-A-T elements they include and suggest how I can create content with even stronger E-E-A-T signals for this topic."

When to Use It: When creating content in Your Money or Your Life (YMYL) niches where Google places extra emphasis on content quality and credibility.

Variations:

• "Identify credibility markers missing from my [health/finance] content compared to top-ranking competitors."
• "Suggest ways to strengthen the experience signals in my content about [topic] to better satisfy Google's E-E-A-T guidelines."

Additional Information Required: Your topic, your current content approach, and information about your credentials or authority in the space.

12. Content Readability Optimizer

The Prompt: "Analyze the readability level of the top 5 ranking articles for [keyword]. Determine the average reading level, content structure, and formatting patterns that perform well. Then suggest specific readability improvements I could make to my content to better match user expectations while maintaining SEO value."

When to Use It: When refining your content style to better match what users and search engines favor for your specific topic.

Variations:

• "Compare the sentence structure and paragraph length of top-performing content for [beginner topic] versus [advanced topic] in my industry."
• "Identify optimal content formatting patterns (headings, lists, etc.) for [content type] based on top-ranking examples."

Additional Information Required: Your target keyword, a sample of your current content if available, and your target audience's education level.

13. Schema Markup Opportunity Identifier

The Prompt: "For [content type] about [topic], identify all possible schema markup types that could enhance my SEO. For each schema type, explain the specific benefit it could provide, what content elements I need to include to use it effectively, and provide a basic JSON-LD template I could adapt."

When to Use It: When looking to enhance your technical SEO through structured data but needing guidance on the most valuable schema types for your specific content.

Variations:

• "What product schema elements are my competitors using that I'm missing for [product type]?"
• "Identify schema markup opportunities for [local business type] that go beyond basic LocalBusiness schema."

Additional Information Required: Your content type, topic, and any existing schema you're already using.

14. Competitive Content Depth Analyzer

The Prompt: "Compare the content depth and comprehensiveness of the top 3 ranking pages for [keyword]. Identify specific subtopics, data points, examples, or resources they include. Then create a detailed outline for content that would exceed their depth while remaining relevant to search intent."

When to Use It: When aiming to create definitively better content than what currently ranks by making it more comprehensive and valuable to users.

Variations:

• "Identify information gaps in existing top content for [topic] that I could fill with original research or data."
• "Compare the use of examples, case studies, and practical applications in top content for [keyword] and suggest improvements."

Additional Information Required: Your target keyword, links to current top-ranking content if available, and your content creation resources.

Tips on How to Write Best LLM AI SEO Prompts for Market Research

1. Be highly specific: Include exact keywords, competitor names, and content types in your prompts to get more targeted results.
2. Provide context: Give the AI background about your industry, business model, and target audience to ground its responses in your reality.
3. Ask for structured outputs: Request specific formats like tables, bullet points, or numbered lists to make the information more actionable.
4. Include constraints: Mention any limitations or requirements that should shape the response, such as "focus only on B2B applications" or "consider mobile users specifically."
5. Request data-driven insights: Ask the AI to base recommendations on patterns in top-ranking content rather than general best practices.
6. Use follow-up prompts: Start with broader queries, then drill down with more specific follow-up prompts based on initial responses.
7. Request prioritization: Ask the AI to rank opportunities or suggestions by potential impact, implementation difficulty, or other relevant factors.
8. Specify the decision you need to make: Frame prompts around specific decisions you're trying to make, such as "Should I create a single comprehensive guide or a series of shorter articles on this topic?"
9. Include competitive context: Name specific competitors or benchmark sites you want to analyze or outperform.
10. Request actionable next steps: End prompts by asking for specific implementation steps or a practical roadmap to apply the insights.

How AirOps Aids Your Content Marketing & SEO

AirOps takes the guesswork out of creating effective AI prompts for market research and SEO. This powerful platform provides a structured environment where you can build, save, and refine prompts that consistently deliver high-quality, actionable insights for your SEO strategy.

With AirOps, you can:

• Access a library of pre-built SEO research prompts created by industry experts
• Customize prompts to your specific industry and business needs
• Save successful prompts as templates for your team to use consistently
• Track which prompts generate the most valuable insights for your business
• Collaborate with team members on prompt development and refinement
• Integrate market research findings directly into your content workflow

By using AirOps for your SEO market research, you'll save countless hours that would otherwise be spent crafting perfect prompts from scratch. The platform's intuitive interface makes advanced prompt engineering accessible to everyone on your team, regardless of their technical expertise.

Ready to transform your SEO market research process? Visit AirOps today to discover how their AI prompt engineering platform can help you uncover deeper market insights, identify untapped opportunities, and create content that truly resonates with both search engines and your target audience.

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