Hotel Snapshot
Mosaic House is a design-led boutique hotel in Prague, positioned on personality and aesthetic rather than scale — the kind of property that travel bloggers and design-conscious travelers actively seek out by name. It's a useful example because it produced the best raw numbers of the three hotels tracked on the full 5-engine panel, while still landing well under a 1-in-8 mention rate and completely missing one major AI channel — proof that even a comparative "winner" here has real room to close.
The Challenge
Design-forward, independent hotels like Mosaic House often win on word-of-mouth and editorial coverage, but that reputation doesn't automatically transfer into what an AI engine says when a traveler asks a generic question. Mosaic House didn't have visibility into whether its strong offline reputation was actually showing up when guests asked AI tools where to stay in Prague.
What We Found
Across 200 real, non-branded traveler questions, Mosaic House was mentioned 25 times — a 12.5% detection rate, the best of the three hotels tracked on the full 5-engine, ~200-300-check panel (Bouda Mama also reaches 12.5%, but on a much smaller 24-check, 2-engine panel — see the note on comparing across plans below). Gemini was the standout engine, naming the hotel in 27.5% of checks, and ChatGPT followed at 20%. Perplexity mentioned it in 12.5% of checks, Claude in just 2.5%, and Google AI Overviews in none at all. The hotel showed up consistently for atmosphere- and identity-led searches — "unique hotels to stay in Prague," "boutique hotel near Prague city centre," "hotels in Prague recommended by travel bloggers" — but was absent from more generic, amenity-based searches like "hotels with a pool in Prague" or simple location searches like "hotels in Prague city centre."
Engine-by-Engine Breakdown
The table below breaks down Mosaic House's detection rate by engine — Gemini was its clear strongest channel (11 of 40), ChatGPT a strong second (8 of 40), and Perplexity a moderate presence (5 of 40). Claude was nearly absent (1 of 40), and Google AI Overviews returned zero mentions across 40 checks.
| AI engine | Detected | Detection rate |
|---|---|---|
| Gemini | 11 of 40 | 27.5% |
| ChatGPT | 8 of 40 | 20% |
| Perplexity | 5 of 40 | 12.5% |
| Claude | 1 of 40 | 2.5% |
| Google AI Overviews | 0 of 40 | 0% |
Who's Getting Cited Instead
When Mosaic House wasn't named, AI engines consistently pointed travelers toward Booking.com, TripAdvisor, Expedia, and the hotel-editorial site thehotelguru.com. These are the same kinds of intermediaries that dominated the Golden Well results too — a sign that in Prague specifically, AI engines default to large, well-established booking and editorial platforms over any individual hotel's own site, even a hotel with genuinely distinctive design credentials.
The Pattern This Reveals
Mosaic House is the anchor data point for one of the most important findings across this whole set: technical AI-readiness does not reliably predict how often AI engines actually recommend a hotel. Mosaic House's readiness score (60.87%) is notably lower than Golden Well's (77.14%) — yet Mosaic House was detected far more often (12.5% vs. 7.12%), a comparison that's fair because both hotels are tracked on the same full 5-engine panel. At the same time, even this best-in-set result still means AI engines named Mosaic House in fewer than 1 of every 8 checks, and it joins Golden Well and Olympia at a flat 0% on Google AI Overviews for generic questions — only Bouda Mama, on a much smaller panel, got a single AI Overviews mention. Bouda Mama's overall 12.5% detection rate technically matches Mosaic House's, but the two aren't directly comparable — Bouda Mama's number comes from 24 checks on 2 engines, Mosaic House's from 200 checks on 5. On the one comparison that is fair to all four hotels — ChatGPT detection, the single engine every plan tier includes — Mosaic House still leads outright (20% vs. Bouda Mama's 16.7%, Golden Well's 8.3%, Olympia's 0%). The lesson isn't "readiness doesn't matter" — it's that readiness is table stakes, not the whole game.
What This Means For Your Hotel
Even the best-performing hotel on the full 5-engine panel has real, specific gaps — a whole major AI engine where it's invisible, and clear categories of guest question it never appears for. If that's true for the strongest result in this data set, it's worth finding out exactly where your own hotel stands rather than assuming a strong offline reputation is carrying over automatically. Run a free check on your hotel to see your real numbers, question by question.