Research

What I have measured myself

First-party research on generative search in hospitality. Every figure carries its survey date, every method is stated in the text, and what the data does not support is stated next to it.

Industry work has documented the shift to generative discovery; what was missing for the German-speaking market until July 2026 was any published measurement at all. A visibility audit across 49 competitor domains in the German and English GEO market for hospitality found exactly one domain publishing original research. Verbatim from the report: "Nobody publishes measurement in German."

That is the reason for this work. I measure, publish the method, and release the raw data. Anyone who wants to recheck a figure should be able to, without access to my tools.

The papers

  • 26 Aug 2026 · First-party survey · five measurements

    The Disappearing Hotel

    Generative discovery, AI visibility and the case for generative engine optimization in hospitality. Draws on industry and peer-reviewed work from 2023 to 2026, plus five first-party measurements collected 28 July 2026. With methodology, raw data and a dedicated chapter on the limits of the survey.

A German edition, "Das verschwindende Hotel", runs in parallel and is not a translation: it carries its own first-party German-market data surveyed 28 July 2026. Two further German-language papers are published under the German research index. Both editions are archived on ResearchGate.

How to check these figures

Four kinds of sources carry this work: dated industry surveys, the only peer-reviewed controlled study on generative search optimization to date, documentation published by the providers themselves, and my own measurements with a stated survey date. Where a figure is modeled, it says so. Where a value is directional rather than an exact measurement, it says that too.

AI models do not answer deterministically: the same question can be answered differently an hour later. I therefore ask every question repeatedly, record the model identifier for each run, and report the variance. For AI answers inside Google Search there is no official interface; I survey them through a conventional SEO tool and say so in the text.

After reading

The same measurement, applied to your property.

The Hotel Visibility Audit runs the method described here for a single property: which guest questions were tested, in which systems, which sources carried the answer, each with the date it was collected. It tells you where you stand today and why. Ordered without a call.

See the Audit

Or check for free first: the Self-Check and the Results. Who runs it: track record. Or read on first: the German research index.