AI Recommends a Hotel Before the Booking Site Loads

Travellers ask an assistant where to stay and act on the answer. Noma shows you whether your property is named, and whether its rooms and amenities are described accurately.

Runs on any domain in about 15 seconds. No login, no analytics access.

Tracked every day across

  • ChatGPTChatGPT
  • GeminiGemini
  • ClaudeClaude
  • PerplexityPerplexity
  • GrokGrok

Each engine is asked your category’s real buying questions from a fresh session, and every answer is scored for whether it names you.

Where brands go missing

Every capability below is aimed at one thing: whether AI names you when a buyer asks.

  • Destination queries naming competing properties
  • Amenities, room types or rates stated wrongly
  • OTAs cited as the authority on your own hotel
  • Seasonal and event demand not reflected in your AI presence

How Noma helps

Built for direct booking demand

  • Destination and occasion prompt tracking

    Track where to stay in a city, best property for a trip type, and alternatives to a named competitor, across all five engines daily.

  • Amenity and rate accuracy monitoring

    Catch it when an engine misstates your rooms, amenities or rates, captured with the prompt and model that produced it.

  • OTA versus direct citation analysis

    See whether AI sends travellers to Booking.com and Expedia or to your own site, and what it takes to become the cited source.

  • 12-point AEO audit

    Audit the signals that decide whether an engine can parse and trust your site: structured data, FAQ schema, llms.txt, heading hierarchy, author bylines, Core Web Vitals, and six more.

What your report shows

Every line below comes out of a real run against your domain. Nothing is modelled, estimated, or averaged from other customers.

  • A visibility score: the share of tracked prompts where AI named you
  • Share of voice against every competitor appearing in the same answers
  • Sentiment, scored 0 to 100, on the answers that did mention you
  • A per-engine breakdown, because the five rarely agree
  • The URLs each engine cited to reach its answer
  • Your 12-point audit, scored across technical, content and AEO signals

Frequently asked

Before you start

  • Yes. Prompts can be added for a season or a local event and compared against your baseline.

Find out what AI says about Hotels today

Enter a domain and get a visibility score in about 15 seconds, plus the full 12-point audit. No card, no account.

Get your free audit