Hotel Snapshot
Golden Well Hotel is a boutique property in the historic center of Prague, the kind of small, design-conscious hotel that competes on charm and location rather than scale. It's a useful example precisely because it did almost everything "right" on the technical side — the site is well-built for AI crawlers to read — which makes the gap between its readiness and its actual AI visibility the most instructive part of this whole result.
The Challenge
More travelers now ask ChatGPT or Google's AI Overviews "where should I stay in Prague" before they ever open Booking.com or type a hotel's name into Google. If an AI engine doesn't mention a hotel in that first answer, the hotel may never make the guest's shortlist at all — and until now, Golden Well had no way to know whether that was happening to them, or how often.
What We Found
Across 295 real, non-branded traveler questions run through five AI engines, Golden Well was mentioned only 21 times — a 7.12% overall detection rate. The picture varies sharply by engine: Gemini mentioned the hotel 15% of the time and Perplexity 11.7%, both respectable showings. ChatGPT mentioned it in 8.3% of checks. But Claude never mentioned it once across 60 checks, and neither did Google AI Overviews across 55 checks. The hotel did surface for more specific, occasion-led questions — "best hotel in Prague for a honeymoon," "good for a girls' weekend" — but disappeared on broader, high-volume questions like "what are some good hotels to stay at in Prague," the exact kind of query most travelers actually type first.
Engine-by-Engine Breakdown
The table below shows Golden Well's detection rate on each of the five AI engines checked — Gemini was the strongest channel (9 of 60), Perplexity a close second (7 of 60), and ChatGPT a modest but real presence (5 of 60). Claude and Google AI Overviews returned zero mentions across a combined 115 checks — Golden Well's weakest results by engine.
| AI engine | Detected | Detection rate |
|---|---|---|
| Gemini | 9 of 60 | 15% |
| Perplexity | 7 of 60 | 11.7% |
| ChatGPT | 5 of 60 | 8.3% |
| Claude | 0 of 60 | 0% |
| Google AI Overviews | 0 of 55 | 0% |
Who's Getting Cited Instead
When AI engines answered Prague hotel questions without naming Golden Well, they leaned on a small, recognizable set of sources: Booking.com and TripAdvisor most often, alongside a French-language travel blog (prague-secrete.fr) and a hotel-editorial site, thehotelguru.com. Golden Well's own website was rarely the source an AI engine actually cited — even when the hotel itself was the right answer to the question, the engines were more likely to point travelers toward a third party than to the hotel directly.
The Pattern This Reveals
Golden Well isn't an isolated case — it's one data point in a pattern that held across nearly every hotel checked. Three of the four hotels in this set — Golden Well, Mosaic House, and Olympia — scored a flat 0% on Google AI Overviews for generic, non-branded questions; the fourth, Bouda Mama, managed a single mention out of 12 checks, the only AI Overviews detection anywhere in this data set. Every hotel landed somewhere in a 0%–12.5% overall detection range. And Golden Well is the clearest example of a specific finding: technical AI-readiness does not reliably predict AI visibility. Golden Well has the highest readiness score among the audited hotels in this set (77.14%) — meaning its site is genuinely well-built for AI crawlers to read — but Mosaic House, a hotel with a lower readiness score (60.87%), was actually mentioned more often (12.5% vs. 7.12%). Being technically prepared is necessary, but on its own it isn't enough.
What This Means For Your Hotel
If a boutique hotel with strong technical fundamentals is still being left out of most AI answers, it's worth assuming the same is true for yours until you've actually checked. Readiness is a starting point, not a guarantee — the next step is understanding which specific questions AI engines are answering without you, and why. Run a free check on your own hotel to see your real detection rate, engine by engine, the same way Golden Well just did.