What is Generative Engine Optimization (GEO)?
What is Generative Engine Optimization (GEO)?
Generative Engine Optimization (GEO) is the systematic optimization of a company to be mentioned, cited, and recommended in the responses of AI assistants such as ChatGPT, Perplexity, Gemini, and Google AI Overviews. While SEO targets rankings in search results, GEO targets the response itself, aiming for the three to five providers that an AI names when a buyer asks for a solution.
Generative Engine Optimization (GEO) is the systematic optimization of a company to be mentioned, cited, and recommended in the responses of AI assistants such as ChatGPT, Perplexity, Gemini, and Google AI Overviews. While SEO targets rankings in search results, GEO targets the response itself, aiming for the three to five providers that an AI names when a buyer asks for a solution.
Why GEO is now crucial
Pre-purchase research is shifting from traditional search to AI-generated answers. Instead of ten blue links, buyers receive a complete answer with only a few mentioned providers and sources.
For companies, this means that those who do not appear in these answers do not exist for the buyer. The pre-selection of which provider a customer contacts is increasingly made before they even visit a website.
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Weekly ChatGPT users
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Weekly ChatGPT users
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Weekly ChatGPT users
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See Google AI Overviews
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See Google AI Overviews
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See Google AI Overviews
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Providers per AI response
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Providers per AI response
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Providers per AI response
How AI Assistants Decide Whom to Recommend
How AI Assistants Decide Whom to Recommend
AI assistants do not invent their recommendations. They combine three sources.
AI assistants do not invent their recommendations. They combine three sources.
What the model has learned about your company, your industry, and your competitors.
What the model has learned about your company, your industry, and your competitors.
For current queries, ChatGPT, Perplexity, and Gemini search the web in real time and read individual pages completely.
For current queries, ChatGPT, Perplexity, and Gemini search the web in real time and read individual pages completely.
From the retrieved content, the system selects the statements to quote and the providers to reference.
From the retrieved content, the system selects the statements to quote and the providers to reference.
Access real-time updates and visual reporting to analyze expenditures and optimize financial decision-making.
Access real-time updates and visual reporting to analyze expenditures and optimize financial decision-making.
Set up recurring payments for invoices, rent, or subscriptions to ensure deadlines are consistently met.
Set up recurring payments for invoices, rent, or subscriptions to ensure deadlines are consistently met.
GEO vs. SEO: What is changing
GEO vs. SEO: What is changing
GEO does not replace SEO. A technically sound, content-rich website remains the foundation, as AI systems read the same sources. The new layer is the level above, and in Switzerland, it remains unclaimed by most companies.
GEO does not replace SEO. A technically sound, content-rich website remains the foundation, as AI systems read the same sources. The new layer is the level above, and in Switzerland, it remains unclaimed by most companies.
Objective
Link list position
Success metric
Ranking, clicks, traffic
Content Strategy
Keywords and Backlinks
Place of operation
Your Online Presence
Result for the buyer
They click and compare for themselves
Objective
Link list position
Mention in AI response
Success metric
Ranking, clicks, traffic
Share of AI responses mentioning your brand
Content Strategy
Keywords and Backlinks
Directly citable answers, data, and comparisons
Place of operation
Your Online Presence
Website plus directories, trade media, profiles
Result for the buyer
They click and compare for themselves
You will receive a shortlist with a recommendation.
Objective
Mention in AI response
Success metric
Share of AI responses mentioning your brand
Content Strategy
Directly citable answers, data, and comparisons
Place of operation
Website plus directories, trade media, profiles
Result for the buyer
You will receive a shortlist with a recommendation.
What GEO specifically comprises
What GEO specifically comprises
Measurement of which buyer queries ChatGPT, Perplexity, Gemini, and Copilot currently name your company, which competitors appear, and which sources support the answers.
Measurement of which buyer queries ChatGPT, Perplexity, Gemini, and Copilot currently name your company, which competitors appear, and which sources support the answers.
Pages that directly answer buyer questions: definitions, comparisons, pricing, and data. Structured to enable AI systems to easily extract individual statements.
Pages that directly answer buyer questions: definitions, comparisons, pricing, and data. Structured to enable AI systems to easily extract individual statements.
Clean site structure, structured data (Schema.org), and signals like llms.txt ensure machines understand your offerings and target audience.
Clean site structure, structured data (Schema.org), and signals like llms.txt ensure machines understand your offerings and target audience.
Directories, trade media, profiles, and reviews used by AI systems as sources are systematically developed and maintained.
Directories, trade media, profiles, and reviews used by AI systems as sources are systematically developed and maintained.
False statements about your company will be traced back to their source and corrected.
False statements about your company will be traced back to their source and corrected.
Target audience for GEO
GEO is valuable wherever customers research and compare before purchasing: for complex products, services, and B2B decisions. In the Swiss market, this particularly affects SMEs whose buyers ask questions such as "Which provider for X in region Y?". The rule is that specific beats broad. A clearly defined service area with verifiable specialization is an advantage in AI answers, not a disadvantage.
GEO FAQ
A brief overview to address the most critical objections directly.
Does GEO replace traditional SEO?
No. GEO is the layer above SEO, not a replacement. A technically sound, content-rich website remains the foundation, as AI systems read the same sources. The new objective is not just to rank, but to be cited in the response.
How quickly does GEO deliver results?
A baseline shows your current standing within 7 days. Initial measures are typically live in the first month. Experience shows measurable movement in AI responses between day 60 and day 90.
What are the costs for GEO?
The ongoing mandate starts at CHF 2,800 per month plus VAT, per clearly defined scope of services, with no setup fee and a monthly cancellation policy with a 30-day notice period. The starting point is a free AI visibility audit.
Is it possible to purchase recommendations in ChatGPT?
No. Citations cannot be booked as advertising space. They are based on source material: any source that is credible, structured, and repeatedly confirmed will be quoted. This is precisely why a competitive advantage, once established, remains defensible.
Does GEO replace traditional SEO?
No. GEO is the layer above SEO, not a replacement. A technically sound, content-rich website remains the foundation, as AI systems read the same sources. The new objective is not just to rank, but to be cited in the response.
How quickly does GEO deliver results?
A baseline shows your current standing within 7 days. Initial measures are typically live in the first month. Experience shows measurable movement in AI responses between day 60 and day 90.
What are the costs for GEO?
The ongoing mandate starts at CHF 2,800 per month plus VAT, per clearly defined scope of services, with no setup fee and a monthly cancellation policy with a 30-day notice period. The starting point is a free AI visibility audit.
Is it possible to purchase recommendations in ChatGPT?
No. Citations cannot be booked as advertising space. They are based on source material: any source that is credible, structured, and repeatedly confirmed will be quoted. This is precisely why a competitive advantage, once established, remains defensible.
Does GEO replace traditional SEO?
No. GEO is the layer above SEO, not a replacement. A technically sound, content-rich website remains the foundation, as AI systems read the same sources. The new objective is not just to rank, but to be cited in the response.
How quickly does GEO deliver results?
A baseline shows your current standing within 7 days. Initial measures are typically live in the first month. Experience shows measurable movement in AI responses between day 60 and day 90.
What are the costs for GEO?
The ongoing mandate starts at CHF 2,800 per month plus VAT, per clearly defined scope of services, with no setup fee and a monthly cancellation policy with a 30-day notice period. The starting point is a free AI visibility audit.
Is it possible to purchase recommendations in ChatGPT?
No. Citations cannot be booked as advertising space. They are based on source material: any source that is credible, structured, and repeatedly confirmed will be quoted. This is precisely why a competitive advantage, once established, remains defensible.
Where does your company stand in AI search results?
Where does your company stand in AI search results?
The free AI Visibility Audit shows you which buyer queries ChatGPT currently mentions you in, which competitors appear instead, and which sources support the answers.
The free AI Visibility Audit shows you which buyer queries ChatGPT currently mentions you in, which competitors appear instead, and which sources support the answers.
About the Author
Matthias Carigiet
Matthias Carigiet is the founder of Carigiet GEO in Zurich. He continuously monitors how ChatGPT, Perplexity, Gemini, and Copilot recommend Swiss providers, helping Swiss SMEs gain visibility within these AI-generated responses.
Would you like to know if ChatGPT mentions you today?
In a 15-minute consultation, we will analyze whether your company appears in key AI recommendations, which competitors are mentioned, and whether Generative Engine Optimization (GEO) currently makes sense for your business. No obligation.
Customer query in ChatGPT
Would you like to know if ChatGPT mentions you today?
In a 15-minute consultation, we will analyze whether your company appears in key AI recommendations, which competitors are mentioned, and whether Generative Engine Optimization (GEO) currently makes sense for your business. No obligation.
Customer query in ChatGPT
Would you like to know if ChatGPT mentions you today?
In a 15-minute consultation, we will analyze whether your company appears in key AI recommendations, which competitors are mentioned, and whether Generative Engine Optimization (GEO) currently makes sense for your business. No obligation.
Customer query in ChatGPT