September 30, 2025

How do I optimize for prompts that generate revenue? AI Visibility with CEO David Mühlenweg | Prompt Optimization

How do I optimize for prompts that generate revenue? AI Visibility with CEO David Mühlenweg | Prompt Optimization

Prompt optimization that brings money
Prompt optimization that brings money
Prompt optimization that brings money

Prompt Optimization: The New Era of AI Visibility

Artificial intelligence is revolutionizing not only the way we create content but also how we are found online. Search is fundamentally changing due to AI-based systems, influencing users' search behavior and the requirements for optimizing articles and texts.

With the rise of AI-based search systems like ChatGPT, Perplexity, or Grok, the focus is shifting away from traditional search engine optimization towards AI Visibility Optimization (AIO). For companies, a new SEO strategy is necessary to remain visible in AI search engines and AI chatbots like ChatGPT. OpenAI has significantly shaped the development of modern AI models like ChatGPT with its transformer model.

Visibility in AI search systems increasingly depends on how AI models are fed training data from the internet and how these models process user queries. In this episode of the Growcast podcast, Edin (owner of iGrow) and David Mühlenweg, CEO of Finseo.ai, discuss strategies, tools, and concrete steps to maximize companies' visibility in AI searches.

Who is David Mühlenweg and why Finseo.ai was created

David Mühlenweg, 25 years old, was previously the owner of an online marketing agency and an experienced SEO expert. At the beginning of 2023, he realized that AI search systems serve the same function as Google: people are specifically looking for solutions or products. Instead of just optimizing websites for Google, he began developing tools to track and intentionally improve visibility in AI systems. These tools help to enhance the visibility of companies, brands, and articles in AI chatbots and search engines through targeted optimizations and processes. The application of these tools enables companies to position their products and services more efficiently in the results of AI models and search engines in daily operations.

The response at the K5 fair in Berlin was overwhelming: companies like Kellogg’s and About You were immediately convinced. Finseo.ai quickly became one of the most sought-after tools in the field of AI visibility.

Why AI Visibility is Crucial for Your Business

Search engines like Google are increasingly complemented or even replaced by AI search systems. These provide answers directly – without classic clicks on websites. While traditional search engines rely on keywords and website rankings, AI-based systems like ChatGPT analyze the inquiry and generate individual responses in a chat based on the training data of the model. Brands that do not appear in these results lose visibility and revenue.

David emphasizes:

"It is no longer enough to optimize for informational prompts. You must target commercial prompts that reflect buying intentions – prompts that generate revenue."

The formulation of the question is crucial to becoming visible in AI-generated results, as AI models like ChatGPT interpret the inquiry and provide suitable answers.

Examples:

  • Wrong: "What is laser cutting?" (just information)

  • Right: "Where can I find an affordable sheet metal cutting provider in Vienna?" (purchase-oriented)


The quality of the results largely depends on how precisely and purposefully the prompts or questions are formulated.

Identifying the Needs of Your Target Audience in Your Prompt Optimization

The foundation of every successful AI visibility strategy is a deep understanding of one's own target audience. Companies that work with AI tools like ChatGPT or Gemini should specifically analyze what questions, problems, and desires their customers actually have. A proven approach is to evaluate customer feedback, support requests, and frequently asked questions – this data provides valuable insights into the challenges and needs of users.

With modern AI tools, this information can be efficiently evaluated: ChatGPT can for example be utilized to cluster large amounts of user inquiries and recognize patterns. Gemini also assists in identifying topics that are particularly relevant to the target audience. The “jobs to be done” framework additionally helps to understand the underlying motivations behind the inquiries. This way, companies can deliberately create content that solves real problems and meets the expectations of the target audience – a critical step to being present in AI responses and sustainably increasing visibility.

Finseo.ai: The Tool for AI Visibility Optimization

1. AI Visibility Tracking

Finseo.ai crawls your website, analyzes target groups, and suggests relevant prompts. It tracks your placement in various AI models and analyzes different models and versions of artificial intelligence to show how your company compares against competitors.

2. Geo-Audit and Automated Optimization

Through the Geo-Audit, users can easily enter their URL. The tool performs automated optimizations by analyzing and purposefully applying various aspects of the SEO strategy. Methods of artificial intelligence are utilized to optimally consider user search behavior and search engine requirements.

The tool creates:

  • Customer personas (age, position, interests)

  • Relevant commercial prompts

  • Action recommendations (texts, schema markups, citations)

  • Competitor analyses

3. Schema Markups and Citations

Structured data and scientific citations improve readability for AI crawlers and increase the likelihood of being used as a source.

By intentionally applying structured data and integrating citations, the chance that your article appears in the training data of AI models like ChatGPT as a relevant source for results and answers to user inquiries also increases.

Framework for Creating Effective Prompts

A well-thought-out framework for creating prompts is key to generating high-quality content with AI tools like ChatGPT. The process begins with clearly defining the goal and topic: What should the content achieve, and who is it for? The next step focuses on a precise analysis of the target audience and their needs – only then do prompts emerge that truly deliver relevant answers.

Next, a precise prompt is formulated that reflects the requirements of the target audience. The rule is: The clearer and more specific the instruction, the better the quality of the generated content. After the initial creation, the prompt should be tested with tools like ChatGPT or Gemini and iteratively optimized. Through targeted adjustments, the quality of the results can be continuously improved. Companies that consistently apply this framework benefit from increased relevance and visibility of their content in AI systems.

The Impact of Metaprompts

Metaprompts are an often underestimated but crucial aspect of optimizing content for AI tools like ChatGPT. They work in the background and control how the AI model responds to inquiries – from tone to structure to security aspects. Metaprompts determine what kind of answer is generated and how precise or detailed it is.

For companies, this means: Understanding the impact of metaprompts allows for more targeted influence on the quality and consistency of AI-generated content. When creating content, it should always be considered how the underlying instructions affect the outcome. This way, responses can be generated that are not only informative but also aligned with brand standards and user-oriented – a clear competitive advantage in the world of AI-optimized content.

Step-by-Step: How to Optimize for Prompts that Generate Revenue

  1. Analyze Product Pages

  2. Upload your most important URLs to Finseo.ai .

  3. Let the tool generate customer profiles and commercial prompts.

  4. Select Relevant Prompts

  5. Focus on buying intentions.

  6. Cover all product areas with different clusters.

  7. Select suitable ChatGPT prompts and integrate relevant keywords into the content to increase visibility in the search engine.

  8. Adjust Content

  9. Integrate suggested prompts into your page content.

  10. Analyze user inquiries to specifically optimize the content and address search behavior.

  11. Use structured data (Schema.org markups) for citations and FAQs.

  12. Monitor Competitors

  13. Use the competitor feature to see which brands are mentioned in AI searches.

  14. Adjust your content accordingly.

  15. Complement PR Strategy

  16. Increase your mentions on reputable platforms.

  17. Build your brand authority through press releases, guest posts, and mentions.

Diversifying Landing Pages for Maximum Visibility

To maximize visibility in AI responses like those from ChatGPT, diversifying landing pages is a key factor. Companies should create own, clearly structured landing pages for different products, services, or topics. This increases the chance that the AI selects these pages as relevant sources for specific inquiries.

It is important that each landing page is precisely tailored to the needs of the respective target audience and provides relevant, high-quality content. With tools like ChatGPT or Gemini, the content can be specifically reviewed and further optimized to improve quality and relevance for AI systems. This strategy not only enhances visibility in AI responses but also increases the conversion rate, as users find the information that suits them directly.

E-Commerce: Acting Proactively and Utilizing Opportunities

David recommends for e-commerce companies:

  • ChatGPT Merchant Center: Ensure that your product URLs can be crawled by ChatGPT so that different variants of your product become visible in AI searches.

  • Product Optimization: Conduct a geo-audit for each product page.

  • Digital PR: Strengthen your brand entity through high-quality backlinks and mentions.

Edin adds:

"In two years, the digital world will look very different. Those who invest in AI visibility today secure an advantage."

Best Practices for AI Visibility

  • Focus on Customer Intent: Consider not only keywords but concrete buying intentions.

  • Use Structured Data: Schema markups are a must for AI crawlers.

  • Apply Content Clustering: Cover all relevant niches.

  • Gather Feedback: Tools like Finseo.ai evolve with the market – keep in touch with vendors.

  • Tips for Continuous Optimization of AI Visibility: Regularly use new methods, tools, and applications to improve the visibility of your product, article, or service in search engines and AI chatbots like ChatGPT. Analyze user search behavior, optimize your SEO strategy, and adapt your content to current versions and requirements of artificial intelligence.

Common Mistakes and How to Avoid Them

  • Only Relying on Google SEO – AI searches are increasingly ignoring classic rankings.

  • Optimizing Incorrect Prompts – Informational questions rarely generate revenue.

  • No Citations/Sources Used – AI prefers verifiable information.

  • Not Releasing Product Feeds – Without release, AI crawlers cannot see your products.

  • Imprecise Texting – Unclear or inaccurate inputs and questions lead to poorer results in AI responses and impair optimization for relevant keywords.

The Future of AI and AI Visibility

The development of AI tools like ChatGPT is rapidly changing the digital world – and with it the demands on companies that want to remain visible online. AI visibility is becoming the central success factor: Those who specifically optimize their content for AI systems secure reach and relevance in an increasingly AI-driven online landscape.

Companies should continuously adapt their strategies to the changing needs of the target audience and technological developments. The use of frameworks for prompt creation, understanding of metaprompts, and diversifying landing pages are crucial building blocks. Those who adopt these methods early maximize their chances of being present in AI responses – and will also stay ahead in the future when it comes to visibility and growth in the age of artificial intelligence.

Prompt Optimization: The New Era of AI Visibility

Artificial intelligence is revolutionizing not only the way we create content but also how we are found online. Search is fundamentally changing due to AI-based systems, influencing users' search behavior and the requirements for optimizing articles and texts.

With the rise of AI-based search systems like ChatGPT, Perplexity, or Grok, the focus is shifting away from traditional search engine optimization towards AI Visibility Optimization (AIO). For companies, a new SEO strategy is necessary to remain visible in AI search engines and AI chatbots like ChatGPT. OpenAI has significantly shaped the development of modern AI models like ChatGPT with its transformer model.

Visibility in AI search systems increasingly depends on how AI models are fed training data from the internet and how these models process user queries. In this episode of the Growcast podcast, Edin (owner of iGrow) and David Mühlenweg, CEO of Finseo.ai, discuss strategies, tools, and concrete steps to maximize companies' visibility in AI searches.

Who is David Mühlenweg and why Finseo.ai was created

David Mühlenweg, 25 years old, was previously the owner of an online marketing agency and an experienced SEO expert. At the beginning of 2023, he realized that AI search systems serve the same function as Google: people are specifically looking for solutions or products. Instead of just optimizing websites for Google, he began developing tools to track and intentionally improve visibility in AI systems. These tools help to enhance the visibility of companies, brands, and articles in AI chatbots and search engines through targeted optimizations and processes. The application of these tools enables companies to position their products and services more efficiently in the results of AI models and search engines in daily operations.

The response at the K5 fair in Berlin was overwhelming: companies like Kellogg’s and About You were immediately convinced. Finseo.ai quickly became one of the most sought-after tools in the field of AI visibility.

Why AI Visibility is Crucial for Your Business

Search engines like Google are increasingly complemented or even replaced by AI search systems. These provide answers directly – without classic clicks on websites. While traditional search engines rely on keywords and website rankings, AI-based systems like ChatGPT analyze the inquiry and generate individual responses in a chat based on the training data of the model. Brands that do not appear in these results lose visibility and revenue.

David emphasizes:

"It is no longer enough to optimize for informational prompts. You must target commercial prompts that reflect buying intentions – prompts that generate revenue."

The formulation of the question is crucial to becoming visible in AI-generated results, as AI models like ChatGPT interpret the inquiry and provide suitable answers.

Examples:

  • Wrong: "What is laser cutting?" (just information)

  • Right: "Where can I find an affordable sheet metal cutting provider in Vienna?" (purchase-oriented)


The quality of the results largely depends on how precisely and purposefully the prompts or questions are formulated.

Identifying the Needs of Your Target Audience in Your Prompt Optimization

The foundation of every successful AI visibility strategy is a deep understanding of one's own target audience. Companies that work with AI tools like ChatGPT or Gemini should specifically analyze what questions, problems, and desires their customers actually have. A proven approach is to evaluate customer feedback, support requests, and frequently asked questions – this data provides valuable insights into the challenges and needs of users.

With modern AI tools, this information can be efficiently evaluated: ChatGPT can for example be utilized to cluster large amounts of user inquiries and recognize patterns. Gemini also assists in identifying topics that are particularly relevant to the target audience. The “jobs to be done” framework additionally helps to understand the underlying motivations behind the inquiries. This way, companies can deliberately create content that solves real problems and meets the expectations of the target audience – a critical step to being present in AI responses and sustainably increasing visibility.

Finseo.ai: The Tool for AI Visibility Optimization

1. AI Visibility Tracking

Finseo.ai crawls your website, analyzes target groups, and suggests relevant prompts. It tracks your placement in various AI models and analyzes different models and versions of artificial intelligence to show how your company compares against competitors.

2. Geo-Audit and Automated Optimization

Through the Geo-Audit, users can easily enter their URL. The tool performs automated optimizations by analyzing and purposefully applying various aspects of the SEO strategy. Methods of artificial intelligence are utilized to optimally consider user search behavior and search engine requirements.

The tool creates:

  • Customer personas (age, position, interests)

  • Relevant commercial prompts

  • Action recommendations (texts, schema markups, citations)

  • Competitor analyses

3. Schema Markups and Citations

Structured data and scientific citations improve readability for AI crawlers and increase the likelihood of being used as a source.

By intentionally applying structured data and integrating citations, the chance that your article appears in the training data of AI models like ChatGPT as a relevant source for results and answers to user inquiries also increases.

Framework for Creating Effective Prompts

A well-thought-out framework for creating prompts is key to generating high-quality content with AI tools like ChatGPT. The process begins with clearly defining the goal and topic: What should the content achieve, and who is it for? The next step focuses on a precise analysis of the target audience and their needs – only then do prompts emerge that truly deliver relevant answers.

Next, a precise prompt is formulated that reflects the requirements of the target audience. The rule is: The clearer and more specific the instruction, the better the quality of the generated content. After the initial creation, the prompt should be tested with tools like ChatGPT or Gemini and iteratively optimized. Through targeted adjustments, the quality of the results can be continuously improved. Companies that consistently apply this framework benefit from increased relevance and visibility of their content in AI systems.

The Impact of Metaprompts

Metaprompts are an often underestimated but crucial aspect of optimizing content for AI tools like ChatGPT. They work in the background and control how the AI model responds to inquiries – from tone to structure to security aspects. Metaprompts determine what kind of answer is generated and how precise or detailed it is.

For companies, this means: Understanding the impact of metaprompts allows for more targeted influence on the quality and consistency of AI-generated content. When creating content, it should always be considered how the underlying instructions affect the outcome. This way, responses can be generated that are not only informative but also aligned with brand standards and user-oriented – a clear competitive advantage in the world of AI-optimized content.

Step-by-Step: How to Optimize for Prompts that Generate Revenue

  1. Analyze Product Pages

  2. Upload your most important URLs to Finseo.ai .

  3. Let the tool generate customer profiles and commercial prompts.

  4. Select Relevant Prompts

  5. Focus on buying intentions.

  6. Cover all product areas with different clusters.

  7. Select suitable ChatGPT prompts and integrate relevant keywords into the content to increase visibility in the search engine.

  8. Adjust Content

  9. Integrate suggested prompts into your page content.

  10. Analyze user inquiries to specifically optimize the content and address search behavior.

  11. Use structured data (Schema.org markups) for citations and FAQs.

  12. Monitor Competitors

  13. Use the competitor feature to see which brands are mentioned in AI searches.

  14. Adjust your content accordingly.

  15. Complement PR Strategy

  16. Increase your mentions on reputable platforms.

  17. Build your brand authority through press releases, guest posts, and mentions.

Diversifying Landing Pages for Maximum Visibility

To maximize visibility in AI responses like those from ChatGPT, diversifying landing pages is a key factor. Companies should create own, clearly structured landing pages for different products, services, or topics. This increases the chance that the AI selects these pages as relevant sources for specific inquiries.

It is important that each landing page is precisely tailored to the needs of the respective target audience and provides relevant, high-quality content. With tools like ChatGPT or Gemini, the content can be specifically reviewed and further optimized to improve quality and relevance for AI systems. This strategy not only enhances visibility in AI responses but also increases the conversion rate, as users find the information that suits them directly.

E-Commerce: Acting Proactively and Utilizing Opportunities

David recommends for e-commerce companies:

  • ChatGPT Merchant Center: Ensure that your product URLs can be crawled by ChatGPT so that different variants of your product become visible in AI searches.

  • Product Optimization: Conduct a geo-audit for each product page.

  • Digital PR: Strengthen your brand entity through high-quality backlinks and mentions.

Edin adds:

"In two years, the digital world will look very different. Those who invest in AI visibility today secure an advantage."

Best Practices for AI Visibility

  • Focus on Customer Intent: Consider not only keywords but concrete buying intentions.

  • Use Structured Data: Schema markups are a must for AI crawlers.

  • Apply Content Clustering: Cover all relevant niches.

  • Gather Feedback: Tools like Finseo.ai evolve with the market – keep in touch with vendors.

  • Tips for Continuous Optimization of AI Visibility: Regularly use new methods, tools, and applications to improve the visibility of your product, article, or service in search engines and AI chatbots like ChatGPT. Analyze user search behavior, optimize your SEO strategy, and adapt your content to current versions and requirements of artificial intelligence.

Common Mistakes and How to Avoid Them

  • Only Relying on Google SEO – AI searches are increasingly ignoring classic rankings.

  • Optimizing Incorrect Prompts – Informational questions rarely generate revenue.

  • No Citations/Sources Used – AI prefers verifiable information.

  • Not Releasing Product Feeds – Without release, AI crawlers cannot see your products.

  • Imprecise Texting – Unclear or inaccurate inputs and questions lead to poorer results in AI responses and impair optimization for relevant keywords.

The Future of AI and AI Visibility

The development of AI tools like ChatGPT is rapidly changing the digital world – and with it the demands on companies that want to remain visible online. AI visibility is becoming the central success factor: Those who specifically optimize their content for AI systems secure reach and relevance in an increasingly AI-driven online landscape.

Companies should continuously adapt their strategies to the changing needs of the target audience and technological developments. The use of frameworks for prompt creation, understanding of metaprompts, and diversifying landing pages are crucial building blocks. Those who adopt these methods early maximize their chances of being present in AI responses – and will also stay ahead in the future when it comes to visibility and growth in the age of artificial intelligence.

Written by:

Growth Marketing Expert
Growth Marketing Expert

Edin

Author & Founder

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What does AI Visibility Optimization mean?

AI Visibility Optimization (AIO) refers to the optimization of content so that it becomes visible in AI search systems like ChatGPT, Perplexity, or Grok.

Why is classic SEO no longer sufficient?

AI provides direct answers without redirecting users to websites. Those who do not appear in these answers lose traffic and revenue.

How do I find prompts that generate revenue?

Tools like Finseo.ai analyze target audiences, create commercial prompts, and provide concrete optimization suggestions.

Is AI visibility only relevant for large companies?

No. Especially SMEs and e-commerce shops benefit from becoming visible early and securing competitive advantages.

What role do schema markups play?

Structured data makes it easier for AI systems to understand your content and use it as a source – a crucial ranking factor.

What does AI Visibility Optimization mean?

AI Visibility Optimization (AIO) refers to the optimization of content so that it becomes visible in AI search systems like ChatGPT, Perplexity, or Grok.

Why is classic SEO no longer sufficient?

AI provides direct answers without redirecting users to websites. Those who do not appear in these answers lose traffic and revenue.

How do I find prompts that generate revenue?

Tools like Finseo.ai analyze target audiences, create commercial prompts, and provide concrete optimization suggestions.

Is AI visibility only relevant for large companies?

No. Especially SMEs and e-commerce shops benefit from becoming visible early and securing competitive advantages.

What role do schema markups play?

Structured data makes it easier for AI systems to understand your content and use it as a source – a crucial ranking factor.

What does AI Visibility Optimization mean?

AI Visibility Optimization (AIO) refers to the optimization of content so that it becomes visible in AI search systems like ChatGPT, Perplexity, or Grok.

Why is classic SEO no longer sufficient?

AI provides direct answers without redirecting users to websites. Those who do not appear in these answers lose traffic and revenue.

How do I find prompts that generate revenue?

Tools like Finseo.ai analyze target audiences, create commercial prompts, and provide concrete optimization suggestions.

Is AI visibility only relevant for large companies?

No. Especially SMEs and e-commerce shops benefit from becoming visible early and securing competitive advantages.

What role do schema markups play?

Structured data makes it easier for AI systems to understand your content and use it as a source – a crucial ranking factor.