Background information
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Swiss GEO / AEO Agency

Recommended in ChatGPT. Ahead of competitors.

Recommended in ChatGPT. Ahead of competitors.

Your clients research in ChatGPT, Perplexity, Gemini, and Google AI Overviews long before contacting you. If your competitors are mentioned there instead of you, you lose leads before anyone even visits your website.

Your clients research in ChatGPT, Perplexity, Gemini, and Google AI Overviews long before contacting you. If your competitors are mentioned there instead of you, you lose leads before anyone even visits your website.

The audit is free and with no obligation. You will immediately see which buyer questions currently lead ChatGPT to mention your brand, and which competitors appear instead.

The audit is free and with no obligation. You will immediately see which buyer questions currently lead ChatGPT to mention your brand, and which competitors appear instead.

Phone

Query in ChatGPT

ChatGPT
ChatGPTGPT-5.5 Instant
Which Swiss fiduciary firms in the Zurich area have experience with owner-managed SMEs?
ChatGPT
... with documented industry experience, clearly proven expertise in Swiss tax law, and reputable professional sources, such as Müller & Partner Treuhand AG in Zurich.
Chamber of Fiduciary AuditorsHandelszeitungSME Magazine
Phone
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Customer query in ChatGPT

ChatGPT
ChatGPTGPT-5.5 Instant
Which Swiss fiduciary firms in the Zurich area have experience with owner-managed SMEs?
ChatGPT
... with documented industry experience, clearly proven expertise in Swiss tax law, and reputable professional sources, such as Müller & Partner Treuhand AG in Zurich.
Chamber of Fiduciary AuditorsHandelszeitungSME Magazine
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What does the future hold?

The focus of search has shifted.

The focus of search has shifted.

Search no longer means a list of links. ChatGPT and Perplexity started this, and Google has restructured its search interface to feature AI-generated answers and an AI mode, representing the most significant shift since the introduction of the search box. Today, your buyers receive a complete answer with a few cited sources instead of ten blue links. Whoever is not featured in these sources does not exist in the response.

0M

0M

People use ChatGPT on a weekly basis

0M

0M

Millions of users view AI-generated answers in Google Search monthly.

~0

~0

Companies mentioned per AI response

Sources: Google I/O 2026, OpenAI 2026, proprietary analysis via ChatGPT, Perplexity, Gemini, and Google AI Mode.

Search no longer means a list of links. ChatGPT and Perplexity started this, and Google has restructured its search interface to feature AI-generated answers and an AI mode, representing the most significant shift since the introduction of the search box. Today, your buyers receive a complete answer with a few cited sources instead of ten blue links. Whoever is not featured in these sources does not exist in the response.

0M

0M

People use ChatGPT on a weekly basis

0M

0M

Millions of users view AI-generated answers in Google Search monthly.

~0

~0

Companies mentioned per AI response

Sources: Google I/O 2026, OpenAI 2026, proprietary analysis via ChatGPT, Perplexity, Gemini, and Google AI Mode.

Search no longer means a list of links. ChatGPT and Perplexity started this, and Google has restructured its search interface to feature AI-generated answers and an AI mode, representing the most significant shift since the introduction of the search box. Today, your buyers receive a complete answer with a few cited sources instead of ten blue links. Whoever is not featured in these sources does not exist in the response.

0M

0M

People use ChatGPT on a weekly basis

0M

0M

Millions of users view AI-generated answers in Google Search monthly.

~0

~0

Companies mentioned per AI response

Sources: Google I/O 2026, OpenAI 2026, proprietary analysis via ChatGPT, Perplexity, Gemini, and Google AI Mode.

ChatGPT
ChatGPTGPT-5.5
"We are seeking a fiduciary for our Zurich-based SME with experience in LLC structures. Whom should we consider?"
ChatGPT
For SMEs with LLC (GmbH) structures in Zurich, several established fiduciary firms are suitable. Competitor A AG in Zurich has long-standing expertise in Swiss tax law for owner-managed businesses. Competitor B GmbH in Winterthur specializes in VAT accounting and payroll administration. Competitor C AG in Zug serves numerous SMEs with financial statements subject to statutory audit.
WikipediaCrunchbaseBusiness Register

Every AI response that leaves you out can send the lead to a competitor.

ChatGPT, Perplexity, and Google AI Overviews cite three to five companies per response. You are either in the answer or absent from it. There is no middle ground.

competitive advantage

If competitors are cited and verified more frequently today, they will hold a visible advantage in the next AI comparison.

competitive advantage

If competitors are cited and verified more frequently today, they will hold a visible advantage in the next AI comparison.

A #1 Google ranking is no longer enough

Google has restructured its search interface to focus on AI-generated answers. Consequently, top organic rankings, PR, or paid search advertisements are no longer guaranteed to appear in the response read by your buyer.

A #1 Google ranking is no longer enough

Google has restructured its search interface to focus on AI-generated answers. Consequently, top organic rankings, PR, or paid search advertisements are no longer guaranteed to appear in the response read by your buyer.

Catching up later costs more

The longer the same providers are cited, the more sources, references, and corrections it takes to be reconsidered.

Catching up later costs more

The longer the same providers are cited, the more sources, references, and corrections it takes to be reconsidered.

Omission undermines trust

An AI recommendation acts as a pre-selection. Businesses that are excluded must rebuild trust later in the process.

Omission undermines trust

An AI recommendation acts as a pre-selection. Businesses that are excluded must rebuild trust later in the process.

OUR APPROACH

Three steps. One result.

Three steps. One result.

You do not need to understand how AI systems cite sources. We make sure your business is named and cited correctly.

You do not need to understand how AI systems cite sources. We make sure your business is named and cited correctly.

See where you stand today.

Within 7 days, you will know which AI responses feature your brand, which do not, and which competitors are displacing you.

ChatGPT
ChatGPTGPT-5
Suitable Swiss provider for our project?
ChatGPT
3 Other Providers
Your brand: Not mentioned
We make your business machine-readable for AI.

We build the signals that AI systems seek when compiling answers. Each week, you will see what has been implemented, which answers have been verified, and what the next measure will be.

Implementation log:

Priority:

Sources, Content, Profiles

Legal form
Legal form
Line of business

Content optimized for AI readability

Established sourcing channels in the Swiss market

Correction of inaccurate business registry data

You see what is changing.

We regularly assess these issues, identifying where they arise, where they are absent, and which sources have changed.

Verified weekly

Mentions, Weeks 12-16

THIS IS YOUR IDEAL FUTURE

Expected measurable outcomes after 90 days.

Expected measurable outcomes after 90 days.

Before launch, we define the key questions, systems, and sources. We then evaluate the same AI responses on a weekly basis, allowing you to monitor whether your company appears more frequently, accurately, and with higher-quality sources.

Before launch, we define the key questions, systems, and sources. We then evaluate the same AI responses on a weekly basis, allowing you to monitor whether your company appears more frequently, accurately, and with higher-quality sources.

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Visible week after week

You do not have to wait until the end to see the results. Every week, we document your mentions, your omissions, emerging competitors, and the sources supporting the data.

Legal form
Legal form
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Copilot

Contract manufacturing for stainless steel components in Switzerland?

...as a medium-sized specialist, [Your Company] is considered...
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Gemini

Swiss provider for cleanroom services and cleanroom assembly?

...certified according to ISO 13485, including [Your Company]...
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ChatGPT

CNC component manufacturer in German-speaking Switzerland?

...including [Your Company], renowned for tight tolerances...
User Image

Perplexity

Which Swiss companies specialize in MedTech supply?

...established providers such as [Your Company] from Zurich...
User Image

Copilot

Contract manufacturing for stainless steel components in Switzerland?

...as a medium-sized specialist, [Your Company] is considered...
User Image

Gemini

Swiss provider for cleanroom services and cleanroom assembly?

...certified according to ISO 13485, including [Your Company]...
User Image

ChatGPT

CNC component manufacturer in German-speaking Switzerland?

...including [Your Company], renowned for tight tolerances...
User Image

Perplexity

Which Swiss companies specialize in MedTech supply?

...established providers such as [Your Company] from Zurich...
User Image

Copilot

Contract manufacturing for stainless steel components in Switzerland?

...as a medium-sized specialist, [Your Company] is considered...
User Image

Claude

Fiduciary companies for SMEs in the Zug region?

...specializing in SME accounts, such as [your company]...
User Image

ChatGPT

Provider of micro-machining solutions in the Zurich area?

...[Your Company], based in Zurich, is one of the specialists...
User Image

Perplexity

Supplier for small-batch medical device manufacturing?

...[Your Company] is recommended for validated small-series production...
User Image

Copilot

Contract manufacturing for stainless steel components in Switzerland?

...as a medium-sized specialist, [Your Company] is considered...
User Image

Claude

Fiduciary companies for SMEs in the Zug region?

...specializing in SME accounts, such as [your company]...
User Image

ChatGPT

Provider of micro-machining solutions in the Zurich area?

...[Your Company], based in Zurich, is one of the specialists...
User Image

Perplexity

Supplier for small-batch medical device manufacturing?

...[Your Company] is recommended for validated small-series production...

How do we influence what AI systems say about you?

How do we influence what AI systems say about you?

We analyze what AI systems currently retrieve about your company and optimize the key factors shaping your digital profile: content, sources, profiles, reviews, and corrections.

We analyze what AI systems currently retrieve about your company and optimize the key factors shaping your digital profile: content, sources, profiles, reviews, and corrections.

Assess your current standing

We provide clear, objective proof of whether and how often AI systems mention your company, which competitors appear, and which sources support the response.

Assess your current standing

We provide clear, objective proof of whether and how often AI systems mention your company, which competitors appear, and which sources support the response.

Optimizing website and content clarity

Your key pages and value propositions are structured to ensure AI systems understand your offerings, target audience, and verifiable facts.

Optimizing website and content clarity

Your key pages and value propositions are structured to ensure AI systems understand your offerings, target audience, and verifiable facts.

A clear narrative, consistent everywhere

We refine how your company is described: what you do, who you serve, and how you differentiate yourself.

A clear narrative, consistent everywhere

We refine how your company is described: what you do, who you serve, and how you differentiate yourself.

Improve key market sources

AI looks beyond your website. We manage profiles, directories, specialized sites, partner pages, and other public sources relevant to your industry.

Improve key market sources

AI looks beyond your website. We manage profiles, directories, specialized sites, partner pages, and other public sources relevant to your industry.

Correct inaccurate information about your business

If AI systems make incorrect claims about your company, we investigate the root cause and correct the source of the statement.

Correct inaccurate information about your business

If AI systems make incorrect claims about your company, we investigate the root cause and correct the source of the statement.

Show progress and status

Your dashboard displays weekly where you are mentioned, your competitors, completed tasks, and upcoming actions.

Show progress and status

Your dashboard displays weekly where you are mentioned, your competitors, completed tasks, and upcoming actions.

Three approaches. One works.

Three approaches. One works.

If you are already working with an agency, the question is not whether to add another provider, but who will systematically measure AI responses, prioritize sources, and lead the execution.

If you are already working with an agency, the question is not whether to add another provider, but who will systematically measure AI responses, prioritize sources, and lead the execution.

Criterion
Existing Agency

Visibility in AI responses

GEO is offered as an additional service without a dedicated workflow.

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Time to visibility

Subject to capacity and reporting

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Who is working on it

Rotating generalists

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Commitment

Existing contract and scope

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Measurability

Search and Content KPIs

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Ownership of Results

Content is often locked in agency systems

Criterion
Carigiet GEO

Visibility in AI responses

Your brand is referenced in AI responses

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Time to visibility

Immediate audit, initial measures within the first month

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Who is working on it

A dedicated point of contact specializing in GEO

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Commitment

Monthly cancellation, 30 days' notice

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Measurability

Buyer inquiries, systems, and sources, compared weekly

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Ownership of Results

Everything remains yours

Criterion
Existing Agency
Carigiet GEO
Do nothing

Visibility in AI responses

GEO is offered as an additional service without a dedicated workflow.

Your brand is referenced in AI responses

None. Competitors succeed.

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Time to visibility

Subject to capacity and reporting

Immediate audit, initial measures within the first month

The backlog is increasing every week

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Who is working on it

Rotating generalists

A dedicated point of contact specializing in GEO

Nobody

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Commitment

Existing contract and scope

Monthly cancellation, 30 days' notice

None, but also no progress

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Measurability

Search and Content KPIs

Buyer inquiries, systems, and sources, compared weekly

The loss only becomes apparent through a lack of inquiries

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Ownership of Results

Content is often locked in agency systems

Everything remains yours

Nothing built

Specializing in GEO

Criterion
Existing Agency
Carigiet GEO
Do nothing

Visibility in AI responses

GEO is offered as an additional service without a dedicated workflow.

Your brand is referenced in AI responses

None. Competitors succeed.

Icon

Time to visibility

Subject to capacity and reporting

Immediate audit, initial measures within the first month

The backlog is increasing every week

Icon

Who is working on it

Rotating generalists

A dedicated point of contact specializing in GEO

Nobody

Icon

Commitment

Existing contract and scope

Monthly cancellation, 30 days' notice

None, but also no progress

Icon

Measurability

Search and Content KPIs

Buyer inquiries, systems, and sources, compared weekly

The loss only becomes apparent through a lack of inquiries

Icon

Ownership of Results

Content is often locked in agency systems

Everything remains yours

Nothing built

Specializing in GEO

Criterion
Do nothing

Visibility in AI responses

None. Competitors succeed.

Icon

Time to visibility

The backlog is increasing every week

Icon

Who is working on it

Nobody

Icon

Commitment

None, but also no progress

Icon

Measurability

The loss only becomes apparent through a lack of inquiries

Icon

Ownership of Results

Nothing built

Your price, with no hidden terms.

Your price, with no hidden terms.

Before we start, you will see where your company currently appears in ChatGPT, Perplexity, and Claude, which competitors are mentioned, and which sources support the answers. After that, we work month by month on the signals AI systems require to generate reliable recommendations.

Before we start, you will see where your company currently appears in ChatGPT, Perplexity, and Claude, which competitors are mentioned, and which sources support the answers. After that, we work month by month on the signals AI systems require to generate reliable recommendations.

What the mandate includes

Not a one-off report, but a partner. I manage your visibility in AI search engines entirely: strategy, content, implementation. You provide target input and approval.

Baseline in 7 days

Prompts, systems, mentions, sources, and inaccuracies are documented. You know exactly where you stand today.

Baseline in 7 days

Prompts, systems, mentions, sources, and inaccuracies are documented. You know exactly where you stand today.

Weekly Comparison

We repeatedly analyze identical AI responses to demonstrate whether your company is mentioned more frequently, with greater accuracy, and backed by better citations.

Weekly Comparison

We repeatedly analyze identical AI responses to demonstrate whether your company is mentioned more frequently, with greater accuracy, and backed by better citations.

Sources, Content, Corrections

One prioritized improvement per cycle is implemented: source, profile, content, technical basis, or correction.

Sources, Content, Corrections

One prioritized improvement per cycle is implemented: source, profile, content, technical basis, or correction.

Direct Management

Matthias personally oversees analysis, prioritization, and QA. Selected specialists provide support with research, schema execution, and source work.

Direct Management

Matthias personally oversees analysis, prioritization, and QA. Selected specialists provide support with research, schema execution, and source work.

Carigiet GEO Mandate

Baseline and onboarding are included in the first month. No additional setup invoice. Cancellable monthly with a 30-day notice period.

as of

CHF 2,800

per month excl. VAT

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Start: Baseline and onboarding included in the first retainer.

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Baseline and measurement points prior to launch

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Term: cancelable monthly with 30 days' notice.

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Weekly comparison of the relevant AI responses

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Ownership: Everything we create for you belongs to you.

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Implementation by a specialized team

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Data protection: FADP (revDSG) serves as the basis, GDPR applies where you sell in the EU.

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No setup fee. Starting from month one, you pay the exact price listed here.

Base price for a clearly defined scope of services. The exact price will be determined during the audit.

FAQ

The questions to ask before starting.

FAQ

The questions to ask before starting.

Can you guarantee specific AI mentions?

Minus
Minus

No. AI responses are statistical, not deterministic, meaning the exact same query will not yield the identical result twice. The defining factor is the trend over time. Because we continuously measure your visibility against your three main competitors, you are not viewing a random snapshot, but rather the overall trajectory: whether you are gaining ground or not. We guarantee the accuracy of this trajectory. Furthermore, these systems lack consensus. Even leading models provide divergent answers for a significant portion of queries. A company featured in ChatGPT may be absent in Gemini or Claude. This is precisely why we monitor multiple systems in parallel, rather than relying on a single snapshot from one source.

When will we see the first results?

Minus
Minus

After 7 days, you will know your current positioning. After 30 days, the first measure will be live. Initial shifts in AI responses typically become visible between day 60 and day 90.

How is the decision made after 90 days regarding whether to proceed?

Minus
Minus

We assess progress against the baseline. If the metrics indicate no meaningful progress, we discuss this transparently rather than artificially extending the mandate.

Which companies do you support?

Minus
Minus

Swiss SMEs with 50 to 500 employees, across all sectors. The critical factor is that potential clients are searching for recommendations, providers, or technical expertise, and this selection process is increasingly taking place within AI-generated responses.

Can you guarantee specific AI mentions?

Minus
Minus

No. AI responses are statistical, not deterministic, meaning the exact same query will not yield the identical result twice. The defining factor is the trend over time. Because we continuously measure your visibility against your three main competitors, you are not viewing a random snapshot, but rather the overall trajectory: whether you are gaining ground or not. We guarantee the accuracy of this trajectory. Furthermore, these systems lack consensus. Even leading models provide divergent answers for a significant portion of queries. A company featured in ChatGPT may be absent in Gemini or Claude. This is precisely why we monitor multiple systems in parallel, rather than relying on a single snapshot from one source.

When will we see the first results?

Minus
Minus

After 7 days, you will know your current positioning. After 30 days, the first measure will be live. Initial shifts in AI responses typically become visible between day 60 and day 90.

How is the decision made after 90 days regarding whether to proceed?

Minus
Minus

We assess progress against the baseline. If the metrics indicate no meaningful progress, we discuss this transparently rather than artificially extending the mandate.

Which companies do you support?

Minus
Minus

Swiss SMEs with 50 to 500 employees, across all sectors. The critical factor is that potential clients are searching for recommendations, providers, or technical expertise, and this selection process is increasingly taking place within AI-generated responses.

Can you guarantee specific AI mentions?

Minus
Minus

No. AI responses are statistical, not deterministic, meaning the exact same query will not yield the identical result twice. The defining factor is the trend over time. Because we continuously measure your visibility against your three main competitors, you are not viewing a random snapshot, but rather the overall trajectory: whether you are gaining ground or not. We guarantee the accuracy of this trajectory. Furthermore, these systems lack consensus. Even leading models provide divergent answers for a significant portion of queries. A company featured in ChatGPT may be absent in Gemini or Claude. This is precisely why we monitor multiple systems in parallel, rather than relying on a single snapshot from one source.

When will we see the first results?

Minus
Minus

After 7 days, you will know your current positioning. After 30 days, the first measure will be live. Initial shifts in AI responses typically become visible between day 60 and day 90.

How is the decision made after 90 days regarding whether to proceed?

Minus
Minus

We assess progress against the baseline. If the metrics indicate no meaningful progress, we discuss this transparently rather than artificially extending the mandate.

Which companies do you support?

Minus
Minus

Swiss SMEs with 50 to 500 employees, across all sectors. The critical factor is that potential clients are searching for recommendations, providers, or technical expertise, and this selection process is increasingly taking place within AI-generated responses.

How does this differ from SEO?

Minus
Minus

SEO is optimized for the ranking of blue links. This is precisely the ranking Google is currently dismantling. GEO is not simply SEO for chatbots; it is what search optimization becomes when search engines deliver answers instead of links. It defines how AI systems categorize your company, which sources they consult, and whether the cited statements are accurate. Three key drivers: source authority, answer integrity, and corrected factual claims.

Isn't a tracking tool enough?

Minus
Minus

A tool may show that you are not listed, but it cannot change that status. We engineer the actual optimization that the tool subsequently measures.

Who writes the content if we need it?

Minus
Minus

We provide the structure, the brief, and initial drafts. Technical claims are coordinated with you, as AI visibility is only sustainable when the content is precise and verifiable. You retain final approval.

What happens if we cancel?

Minus
Minus

Everything we create for you remains yours. Content, technical modifications, documentation. No proprietary formats, no artificial lock-in.

How does this differ from SEO?

Minus
Minus

SEO is optimized for the ranking of blue links. This is precisely the ranking Google is currently dismantling. GEO is not simply SEO for chatbots; it is what search optimization becomes when search engines deliver answers instead of links. It defines how AI systems categorize your company, which sources they consult, and whether the cited statements are accurate. Three key drivers: source authority, answer integrity, and corrected factual claims.

Isn't a tracking tool enough?

Minus
Minus

A tool may show that you are not listed, but it cannot change that status. We engineer the actual optimization that the tool subsequently measures.

Who writes the content if we need it?

Minus
Minus

We provide the structure, the brief, and initial drafts. Technical claims are coordinated with you, as AI visibility is only sustainable when the content is precise and verifiable. You retain final approval.

What happens if we cancel?

Minus
Minus

Everything we create for you remains yours. Content, technical modifications, documentation. No proprietary formats, no artificial lock-in.

How does this differ from SEO?

Minus
Minus

SEO is optimized for the ranking of blue links. This is precisely the ranking Google is currently dismantling. GEO is not simply SEO for chatbots; it is what search optimization becomes when search engines deliver answers instead of links. It defines how AI systems categorize your company, which sources they consult, and whether the cited statements are accurate. Three key drivers: source authority, answer integrity, and corrected factual claims.

Isn't a tracking tool enough?

Minus
Minus

A tool may show that you are not listed, but it cannot change that status. We engineer the actual optimization that the tool subsequently measures.

Who writes the content if we need it?

Minus
Minus

We provide the structure, the brief, and initial drafts. Technical claims are coordinated with you, as AI visibility is only sustainable when the content is precise and verifiable. You retain final approval.

What happens if we cancel?

Minus
Minus

Everything we create for you remains yours. Content, technical modifications, documentation. No proprietary formats, no artificial lock-in.

Background information

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

ChatGPT
ChatGPTGPT-5.5 Instant
Which Swiss fiduciary firms in the Zurich area have experience with owner-managed SMEs?
ChatGPT
... with documented industry experience, clearly proven expertise in Swiss tax law, and reputable professional sources, such as Müller & Partner Treuhand AG in Zurich.
Chamber of Fiduciary AuditorsHandelszeitungSME Magazine
Background information

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

ChatGPT
ChatGPTGPT-5.5 Instant
Which Swiss fiduciary firms in the Zurich area have experience with owner-managed SMEs?
ChatGPT
... with documented industry experience, clearly proven expertise in Swiss tax law, and reputable professional sources, such as Müller & Partner Treuhand AG in Zurich.
Chamber of Fiduciary AuditorsHandelszeitungSME Magazine
Background information

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

ChatGPT
ChatGPTGPT-5.5 Instant
Which Swiss fiduciary firms in the Zurich area have experience with owner-managed SMEs?
ChatGPT
... with documented industry experience, clearly proven expertise in Swiss tax law, and reputable professional sources, such as Müller & Partner Treuhand AG in Zurich.
Chamber of Fiduciary AuditorsHandelszeitungSME Magazine