What the public hotel reports are and what the private check adds, where the data comes from, what it costs, and why you can trust a recommendation from a service that earns commission.
NoraView is a hotel decision engine. It reports what a hotel's guests actually wrote, subject by subject; and when you describe a trip, it weighs the candidates against your brief and names the one that fits — or says plainly that none does. Read one hotel on its own: what its guests consistently praise, what repeatedly goes wrong, and which questions their reviews cannot settle. That report needs nothing from you — no dates, no budget, no account. Or describe a trip. You say where you're going, what you can spend, and what matters to you — quiet nights, a specific neighbourhood, a real desk, a private bathroom, whatever it happens to be. AI turns the listings and the written guest reviews into structured evidence. NoraView's decision framework then applies your requirements to that evidence and determines the recommendation. With it comes the evidence: what the written guest reviews confirm, what they contradict, and what they leave unsettled — said plainly, never dressed up. When nothing on offer fits, it says so instead of picking the least bad one. And it shows you the properties it compared against, so you can see exactly why this one won and the others didn't.
It depends which report you are reading. The public hotel reports carry no score at all: they report a hotel's written reviews one subject at a time, with the count of guests behind each finding, because a single number cannot be checked and these can. The private check does produce a score, from your own brief — see the next answer.
In two stages. First AI reads the listing and the written guest reviews and turns them into structured evidence — what the property offers, and what guests actually reported about each thing you asked for. Then NoraView's decision framework compares the candidates on that evidence against the constraints you gave us, and produces the score. The AI does not produce the score.
No. AI extracts the evidence and structures it, and afterwards explains the decision in plain language. The winner itself comes from NoraView's decision framework comparing the candidates against your brief. Every number in the report is computed rather than written by the AI.
Because a higher-scoring stay can break one of your conditions — over your budget, wrong area, wrong dates, missing something you said was essential. Those are disqualified rather than recommended. The winner is the best fit for your brief, not the highest number in the city.
They are the private check's verdicts, one for each priority you named. Confirmed means guests explicitly back it up. Contradicted means guests report the opposite. Unverified means the available evidence does not establish whether the priority is met — nobody addressed it, or what they wrote does not settle it; silence is never treated as confirmation. The public hotel reports use different words for a different job: a subject is mostly positive or a repeated problem, and the count of guests on each side is printed beside it.
Nothing, and it needs nothing from you. Each one reads a hotel's written guest reviews and reports them one subject at a time: what guests consistently praise, what repeatedly goes wrong, what the reviews reveal about differences between room categories, what a few guests paid, and which questions the reviews cannot settle. There is no composite score, and public reports do not quote room rates — prices and availability depend on your dates. The private check is the one that needs those dates, and it is the one that ends in a decision.
Listings and written guest reviews from major booking sites, principally Booking.com — that is where your availability link goes. Prices reflect an international view and can vary by the country you book from and over time; the final price is always confirmed at checkout.
Usually 30–40 minutes. We scan the market for your dates, then read the written reviews for the shortlist before writing the report.
Free, and no account. If you book through the availability link, Booking pays us a commission. No property can pay for placement, and the rate is the same whichever one you book — a cheaper stay simply earns us less. What a booking would pay us is not an input to the decision framework, which is why we can afford to tell you when a property isn't worth it.
No. There are no sponsored placements and no property pays to appear in a report.
Then we say so. A priority nobody wrote about comes back as unverified, not as a guess.
The numbers aren't written by an AI. AI's job is to read the listings and reviews and turn them into structured evidence; NoraView's decision framework compares the candidates on that evidence and produces the score, and the review counts and verdicts are computed from the evidence rather than summarised in prose. The AI's part is explaining the result.
No. NoraView asks for an email address only so it can send you the finished dossier. There is no sign-up, password or profile.
Every report ends with a way to tell us what is off and re-run it with your correction. Reports also show the strongest alternatives, each with its own review analysis, so you can judge the runner-up yourself instead of taking our word for it.
No. NoraView is a decision tool, not a booking agent. It tells you which stay to book and links you to the booking site, where you complete the reservation and see the final price including taxes and local fees.
Anywhere the underlying booking networks have inventory, worldwide. Coverage of written reviews varies by property — when a property has few written reviews, the report says so rather than implying more confidence than the data supports.
Still curious? Read the method in depth, see published research reports, or email hello@noraview.com.