Why Your Munich Business Doesn't Show Up When Someone Asks ChatGPT for a Recommendation

It’s not about rankings. It’s about machine readability.

The way people find local businesses has changed quietly and quickly. A growing number of potential clients no longer type "Anwalt München Arbeitsrecht" into Google and click through ten results. They ask ChatGPT, Perplexity, or Google’s AI Overview: "Which employment lawyer in Munich should I contact?" And they expect an answer, not a list of links.

If your business isn’t in that answer, you don’t exist for that person.

Why AI tools skip most local businesses

AI search tools don’t browse your website the way a human does. They rely on structured signals, machine-readable data that tells them exactly what your business does, where it operates, who it serves, and how to contact you. When that data is missing, the AI has nothing reliable to work with and defaults to businesses that have made themselves easy to understand.

Most Munich business websites, even well-designed ones, don’t have this data. They have a homepage that looks professional, a contact form, and maybe a Google Business Profile. That’s not enough for AI systems to confidently recommend you.

What the businesses that do appear in AI Search-Answers have in common

The local businesses that consistently appear in AI-generated recommendations share a few things:

• Validated Schema.org structured data — a machine-readable block in the site’s code that explicitly states the business type, address, phone number, opening hours, and service area. Not implied by the text on the page. Declared in a format machines can verify.
• FAQ schema — a structured list of questions their clients actually ask, with specific answers. This is the most direct route to appearing in an AI-generated response: AI answer engines pull from FAQ schema regularly.
• Explicit service or specialty markup — their practice areas, medical specialties, or service categories are listed in structured fields, not buried in a paragraph a machine has to interpret.
• Consistent business identity signals — name, address, and phone number that match across their website, Google Business Profile, and other directories.

None of this is visible to a human visitor. It lives in the code of the page. But it’s what separates a business that AI recommends from one it ignores.

What you can do about it

The fix isn’t a new website. In most cases, it’s a structured data layer added to your existing site — a set of machine-readable signals that tell AI systems exactly who you are and what you do.

A basic setup takes a few hours and covers: business type, location, service areas, attorney or doctor credentials, opening hours, and a FAQ block with the questions your clients actually ask.

Once it’s in place, Google Search Console validates it within 48–72 hours. Rich results — star ratings, opening hours in search — typically appear within two weeks. AI visibility follows as crawlers update.

If you want to know whether your site currently has any of this in place, I offer a free structured data audit. It takes 20 minutes and gives you a clear picture of what’s missing.

[Get a free audit →]

Timo Birck runs TB Webdesign, a one-person web design and AEO agency based in Munich.