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How it works

TravelByVibe is a hotel visual search tool, not a blog. Most booking sites show one hero photo and a star rating. We use AI to scan real room and neighborhood photos — bathrooms, beds, lobbies, street scenes — and rank hotels against what you actually want from a stay.

1 · Pick a city (and optional dates)

Choose where you are going and who is travelling. Dates are optional — browse matches first, or add check-in and check-out when you want live nightly rates and availability filters.

2 · Tell us your vibe

A short wizard (about a minute) asks how you like to travel: stay style (sleek, cozy, moody, classic), neighborhood feel, and must-haves like a balcony or walk-in shower. We save this per city so you can update it anytime from your results.

3 · See what the tool found

We compare your answers to thousands of real photos from each hotel — room by room, area by area — and show the best matches with scores and galleries you can click through. Match % is a guide, not a guarantee. Use sort, budget, dates, and “available only” to narrow the list when you are ready.

4 · Book when you are ready

Tap Find & Book to open Nuitée’s secure checkout (via LiteAPI) with your dates when you have them. Always confirm price, cancellation, and accessibility on the booking site before you pay.

Guides support the tool

We also publish destination guides — for example best hotels in Mexico City and where to stay in CDMX — so you can learn neighborhood tradeoffs before you run the wizard. Those pages explain the city; the interactive search is still the product.

While we are in beta

We are adding cities and improving match quality all the time. If a photo looks wrong or a ranking feels off, use the purple Feedback button — we read every note.

More context: About the product · Open the search tool

TravelByVibe is in beta — details here are a simple overview, not legal advice, and we may update them as the product evolves. Operated by TravelBoop, LLC.

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