We help you understand how AI systems see your company.

Your customers ask ChatGPT for a supplier. Does it name your shop?

Show me how AI sees my company How we measure

In the intro call, we use a real example to show you where AI answers name you today and where they don't. 15 minutes, free and with no obligation.

This is exactly what we measure.

Five steps to your AI visibility.

We ask the major AI search systems exactly what your customers type in, including ChatGPT, Claude, Gemini and Perplexity. Our own analysis software runs these queries and records for every answer whether your name comes up and which source the model draws on. You see in black and white where customers look for you and someone else gets recommended.

Collect questions

The buying moments when your customers ask AI and you don't show up today

Prompts & models

Tested where your customers actually search: the right systems, languages and markets

Capture data

Every answer shows whether the AI names you and who gets recommended when your name is missing

Analysis

Where you are missing, why, and which business goes to more visible competitors as a result

Report & Excel

Clear findings and concrete steps you can use straight away to work on your visibility

PDF reportWhere you stand and the concrete steps out of invisibility
Excel raw dataEvery answer and source to check for yourself, no black-box score
Presentation & Q&AA personal briefing on what the gaps cost your business

What ends up on your desk.

An anonymised excerpt from a real audit: how often the models name your brand, how often they name your competitors, and which source they use.

Example audit
120
prompts per audit
5
AI systems in this example
600
data points per engagement
bombelli-analytics.ch
Audit report

How visible is your brand in AI answers?

ChatGPT: 72% mention rate
Claude: 48% mention rate
Gemini: 31% mention rate
How often you are named compared with your competitors:
Competitor A: 85%
Competitor B: 64%
Your company: 28%
Illustrative example
Example figures
20

mentions in 25 queries

90%

of answers named competitors

+0.52

sentiment (scale −1 to +1)

9

top sources identified

Open the example report (German PDF) What the full AI reputation analysis includes

And this is the raw data behind it.

A score is only a summary of this table. You get the table itself: every question, every model, whether your name comes up, and the source with its URL. That way you see which page you need to change.

raw_data_export.xlsx
PromptModelNamed?Source
Accountant in Zurich?ChatGPTNo3 URLs
Accountant in Zurich?ClaudeYes (pos. 3)3 URLs
Accountant in Zurich?PerplexityNo4 URLs

Behind your audit are people, not a dashboard.

One person does your audit personally, from the first question to the handover.

Tsari Bombelli

Tsari Bombelli

Your contact

Runs your audit personally from the first question to the handover and builds the pipeline that queries seven AI models.

Prof. Dr. Diana Ingenhoff

Prof. Dr. Diana Ingenhoff

Universität Fribourg

Researches corporate reputation and algorithmic opinion formation.

Prof. Dr. Philipp Bachmann

Prof. Dr. Philipp Bachmann

Hochschule Luzern

Researches how to measure the impact of communication.

Founded at HSLU (Lucerne University of Applied Sciences and Arts), part of the Smart-up programme, data in Switzerland. Bombelli Analytics was a finalist at Talent Pitch Switzerland 2026, one of 16 startups from Swiss universities in the final on the main stage at the Volkshaus in Zurich.

Meet the team

Common questions before you get in touch.

Is GEO already worth it for a smaller company?

Your customers already use ChatGPT, Gemini and Perplexity for research. If the models name your competitors there and not you, you lose enquiries before anyone sees your website. Whether the effort pays off for you is something the audit shows, rather than us claiming it up front.

Does AI crawl my website at all?

That is the first thing we check. Many Swiss websites are hard for AI crawlers to read, often in places that stay invisible in classic SEO. The free check further down shows you this in two minutes.

Roughly what does an audit cost?

The scope sets the price: how many AI systems we check, how many prompts we run, in which languages and how deep the analysis goes. Because this differs for every company, there is no price list. In the intro call we agree the scope and give you the order of magnitude. You keep that figure even if no project comes of it.

How long does it take?

A snapshot audit usually reaches you within a few weeks. The intro call itself takes 15 minutes.

Do I need a subscription or a tool I have to maintain?

No. You get the raw data, the sources and a prioritised list of measures as a document. No dashboard, no login, no ongoing licence. If you wish, we repeat the measurement as monitoring.

What happens to my data?

We work from Switzerland and handle your data accordingly. What we measure is what the public AI models already say about you. No confidential content goes to third parties for this.

Which of these questions is yours?

Whether you want to check how AI sees you or are looking for AI advice for your day-to-day work, it is often both. We sort that out in the intro call.

Book an intro call Send an email

15 min · free · no sales pitch

This pays off mainly if your customers search for suppliers online. If they don't, we will tell you instead of selling you something.

Not there yet? Start here.

Three free checks: the Shop Check for a single product page, the AI visibility check for your visibility in AI answers, and the Agent Readiness Check for whether AI agents can act on your site.

Does AI read your product page?

Five checks on a single product page: the raw HTML without JavaScript, Product markup with price and availability, the robots.txt rules for reviews and AI crawlers. Free, the result appears right away.

Check a product page

Can AI read your website?

We check your domain against more than 15 checkpoints, from schema markup and crawler access to llms.txt. You get the report by email, with the first lever at the top.

Check your website

Can an AI agent act on your site?

We check your domain against 13 technical checkpoints based on public web agent standards, from discoverability and bot access to the capabilities layer. For each point you get a code snippet to fix it.

Check your website