The verdict in three sentences
For a funded B2B software company in Zurich, part of the shortlisting now happens inside AI assistants like ChatGPT: the buyer asks for tools that integrate with their ERP, are hosted in Switzerland or comply with the revFADP, and then visits only three or four sites. The vendors that get cited are those whose public information is consistent, factual and repeated by third parties, not necessarily the largest or the biggest advertisers. The only serious way to manage this lever is a dated record of answers to the same questions, taken before any spend on production.
What Zurich buyers ask AI assistants
Buyers of B2B software in German-speaking Switzerland are rarely browsing for fun. They are IT leads, heads of operations or CFOs preparing a tender or replacing a tool. Their questions mix functionality, integration, security and data location, often in German, sometimes in English when the group is international.
| Question asked to an AI assistant (2026 examples) | Profile | What the AI needs to find about you |
|---|---|---|
| “Which production planning tools integrate with Abacus or SAP Business One in Switzerland?” | Head of operations | Precise integrations page, list of real connectors |
| “Swiss alternatives to a US expense management tool, hosted in Switzerland” | CFO | Hosting and data location page |
| “Which Zurich SaaS vendors are ISO 27001 certified?” | Security lead | Security page with certifications actually held |
| “Contract management software compliant with the revFADP for a 200-person company” | In-house counsel | Data protection page, listed sub-processors |
| “How much does [product name] cost per user?” | IT buyer | Pricing page or public range |
| “[vendor name] customer reviews Swiss manufacturing” | Managing director | Real case studies, trade press mentions |
| “Which ESG reporting tool for a SIX-listed company?” | CFO, sustainability lead | Sector use-case page |
These questions share one trait: the AI looks for verifiable facts. A vague security page, or an integrations page claiming “connected to 200+ tools” with no list, gives it nothing to cite.
Why some vendors appear and others do not
AI assistants like ChatGPT build their answers from what is published and repeated consistently. Several factors weigh in, with no guaranteed formula:
- Consistent public information: the same product description, headquarters and functional scope on your site, company profiles, integration marketplaces and software directories.
- Third-party mentions: Swiss trade press, independent comparisons, integration partners, conferences. A widely picked-up funding announcement counts for more than ten internal blog posts.
- Clear factual pages: security, compliance (SOC 2, ISO 27001, GDPR only where actually held or applicable), integrations, pricing, real customer cases.
- Structured data describing the organisation and the product without ambiguity.
- Reviews on the platforms where your customers already leave them, with no incentives that breach those platforms' rules.
- Freshness: a 2023 pricing page or an outdated integrations list gets repeated as is.
On compliance, the revised Federal Act on Data Protection (revFADP), in force since 1 September 2023 and supervised by the FDPIC, applies to your demo forms and tracking tools; the GDPR also comes into play as soon as you target buyers in the European Union. This is not legal advice.
What the work covers and what it costs
In broad terms, AI visibility work includes a diagnostic (reference questions, record of current answers, inventory of public facts and their inconsistencies), bringing factual pages up to standard, working on third-party mentions with your marketing and PR teams, then periodic monitoring. The market is young: prices vary a lot and offers look little alike.
| Service | Freelancer | Zurich agency | Specialist B2B tech firm | Note |
|---|---|---|---|---|
| Initial diagnostic | CHF 2,500 to 5,000 | CHF 4,000 to 12,000 | CHF 8,000 to 20,000 | Depends on number of questions and languages |
| Upgrading factual pages | CHF 3,000 to 8,000 | CHF 8,000 to 25,000 | CHF 15,000 to 40,000 | Often paired with a partial redesign |
| Monthly monitoring | CHF 1,000 to 2,500 | CHF 2,500 to 6,000 | CHF 5,000 to 12,000 | Dated record + recommendations |
| Trade press relations | Rarely | CHF 3,000 to 8,000 per month | Partly included | The third-party mention lever |
Ranges are a 2026 ballpark drawn from typical agency quotes and public rate pages; they are not an official benchmark.
How it is measured
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Measurement rests on a dated record: a fixed list of 25 to 50 buyer questions, in German, English and sometimes French, asked at regular intervals to AI assistants like ChatGPT, with the answers archived. Three indicators are enough: the share of answers citing the vendor, the accuracy of what is said (integrations, hosting, certifications, price) and the sources cited. Because answers vary between sessions, each question is repeated several times. You then cross-check with demo requests naming an AI assistant as the starting point, through a “how did you hear about us?” field.
Mini case study
*Illustrative example.* “Limmatflow AG”, a Zurich vendor of production planning software with 45 staff, has closed a Series A. The marketing team asks 30 reference questions; the vendor appears in 4 answers out of 30, and two of them wrongly state there is no SAP integration. Planned budget: diagnostic CHF 7,000, upgrade of the security, integrations and pricing pages CHF 12,000, quarterly monitoring 4 × 2,000 = CHF 8,000, so 7,000 + 12,000 + 8,000 = CHF 27,000 in year one. With an average annual contract of CHF 36,000, a single attributable signature covers the spend; the quarterly record shows whether share of answers and accuracy improve.
FAQ
Do Swiss B2B buyers really use AI assistants to choose software?
Increasingly for shortlisting, especially to build a list of 3 to 5 vendors before a tender. The final choice is still made on demos, references and security.
Can you guarantee our software will be recommended?
No, and a provider who promises it should worry you. What can be managed is accurate, consistent public facts, then measuring how they are picked up across 25 to 50 questions over time.
What does a diagnostic cost in Zurich?
Allow CHF 4,000 to 12,000 with a local agency as a 2026 ballpark, less with a freelancer, more with a specialist firm. The number of languages covered drives the price.
Do we need to publish our pricing to be cited?
It is not mandatory, but a public range gives the AI an accurate fact instead of a guess. Many vendors show an entry price, for example per user per month, and keep enterprise on quote.
Which certifications should we mention?
Only those you actually hold, with date and scope. A wrong ISO 27001 or SOC 2 claim repeated by an AI assistant can cost you an entire tender.
Find out how AI assistants describe your firm. We record what AI assistants say today about your software when your buyers ask their real questions, in German and in English. Request a diagnostic quote: reply within 48 hours.
Mohamed Bah
Fondateur, Kolonell
Passionate about digital and entrepreneurship in Africa, Mohamed has been helping Sénégalese businesses with their digital transformation since 2020. Founder of Kolonell, he believes every SME deserves a professional and accessible online présence.
