How to Track AI Visibility for Hotels

When AI recommends your hotel, you’ll want to know what it says, where it sends people and whether anyone goes on to book.

You might find that ChatGPT links to an online travel agent instead of your website. Or that an old page is still being used to answer questions about your facilities.

Tracking hotel visibility in AI search helps you spot these details and decide what needs attention. Here’s how to approach it.

How Can I Monitor My Hotel Website’s Visibility in AI Searches?

Keep four measures separate:

• Mentions: AI names or recommends your hotel.
• Citations: AI links to your website as a source.
• Visits: People click through to your website.
• Bookings: Those visits become confirmed reservations.

ChatGPT might recommend your hotel but link to Booking.com. Your local guide might earn citations without the hotel being recommended.

Keep them in separate columns. Otherwise, a good month for citations can hide a quiet month for bookings.

Monitoring Tools for Hotel Visibility in AI Search

Each tool reports something different. GA4 shows identifiable visits and bookings, Search Console reports Google visibility, and Bing and Clarity provide citation and query insights. Semrush and manual checks let you monitor selected questions and read the answers.

Together, they give you more to work with than any one report alone.

GA4: Visits and Bookings

Google Analytics 4, or GA4, shows where website visitors come from and what they do next.

Its built-in AI Assistant channel groups recognised AI visits. A custom AI channel gives you control over which identifiable sources you include. With the relevant events tracked, a dedicated report can show landing pages, availability searches, bookings and revenue.

Google’s AI Overviews and AI Mode remain within Organic Search. A custom channel won’t separate those visits from ordinary Google search clicks. Google’s channel definitions explain the distinction.

Check that tracking continues when guests move to your booking engine, particularly if it uses a different web address. Count “Book now” clicks separately from completed reservations.

Some AI-influenced bookings will remain difficult to identify. A guest might discover your hotel through ChatGPT and return later by searching your name.

Google Search Console

Google Search Console shows the searches your website appears for, along with impressions and clicks. Look for themes such as family rooms, parking, spa breaks and nearby attractions. These give you relevant questions to investigate in AI tools.

The Generative AI performance report provides impressions for links shown in AI Overviews and AI Mode, broken down by page, country, device and date. It may be absent when there isn’t enough qualifying activity. Google’s documentation explains its coverage.

Check which pages appear. If an old local-event article is getting attention, update it and give visitors a clear route to your rooms.

A question appearing in Search Console’s ordinary search query data doesn’t prove an AI answer was shown.

Bing Webmaster Tools

Bing’s AI Performance report shows citation activity across Microsoft Copilot, Bing’s AI summaries and selected partner experiences.

Its grounding queries are grouped phrases associated with content AI retrieved. They summarise sampled activity across multiple answers, rather than showing individual guests’ conversations.

For a hotel near Paddington, relevant phrases might concern family accommodation, parking or station access. You can explore the pages cited for a phrase, or start with a page and see its associated queries.

Topics and Intents, currently in preview, group this activity by subject and intent. The Topics Portfolio beta also identifies queries where other websites appear and yours doesn’t, where sufficient data is available. Its figures and classifications are approximate.

See Bing’s report documentation and Topics Portfolio announcement.

Microsoft Clarity

Clarity’s citation dashboard shows grounding queries and cited pages. Query Topics groups related queries, while branded and non-branded labels distinguish queries involving your hotel’s name from broader discovery.

The Topic Insights beta tests prompts you choose using Clarity’s own AI setup. It provides generated answers, competing sources and content suggestions. Availability varies by project, and the results are guidance rather than a direct view of answers across every platform. Microsoft explains the setup here.

Clarity also records visits and shows where people click and scroll. Can recorded visitors from AI sources find room information and check availability? Someone arriving on your sustainability page may still need directions, room details and a way to book.

Report Bing and Clarity separately, and compare each tool’s figures over time.

Semrush

Semrush’s paid Prompt Tracking checks questions you choose daily in ChatGPT Search, Google AI Mode and Gemini. It requires Semrush’s AI Visibility Toolkit subscription.

Build your list from guest enquiries, Search Console data and themes found in Bing and Clarity. Include your hotel’s name in some questions and use broader discovery questions in others:

• “Which Edinburgh hotels have family rooms and parking?”
• “Where can I book a spa hotel near Bath?”

Keep the wording and target markets consistent when comparing results. The scores reflect the prompts and platforms being tracked.

Checking the Answers Yourself

Read the answers across relevant AI search platforms. Check whether your hotel appears, where the links lead and whether the details are accurate.

A simple spreadsheet is enough to keep a useful record. Include:

• The prompt, platform and date.
• The target location or market.
• Whether your hotel was mentioned or recommended.
• Which websites were cited, including your own site, OTAs and review sites.
• Any inaccurate information.

For important questions, three to five checks in fresh conversations is a practical starting point. Keep the wording consistent and record each result; one favourable screenshot won’t tell you how often your hotel appears.

Read the practical details closely. If AI says your parking is free and it isn’t, your reception team may have to explain the difference.

The Monthly Report

Bring the findings into a monthly report, using Looker Studio where appropriate. Show mentions, citations, identifiable visits and bookings separately, with actual numbers alongside percentage changes. Compare similar periods and account for seasonality.

Then agree specific actions. A frequently cited transport guide may need better links to your rooms. Missing family-stay recommendations may prompt a review of room capacity information and children’s facilities.

Record what you change and follow up at the next review.

AI visibility tracking is still early days, and I don’t think any tool gives us the complete picture yet. GA4 and GSC still have a long way to go in showing the prompts and themes behind a specific hotel mention.

For now, I’d combine several tools and compare their findings. A few more tabs open, admittedly, but a fuller picture of what’s happening.

How to Choose the Best AI SEO Agency for Hotels

Ask to see an example hotel report. The agency should explain what it measures, where the information comes from and what it would change next. Be cautious of guaranteed AI rankings or reports built entirely around a few favourable screenshots.

Recommendations should relate to your property. They might include clearer room information, accurate listings, stronger reviews, relevant third-party mentions or improvements to the booking journey.

At UP Hotel Agency, we can help set up measurement and act on the findings alongside your wider hotel marketing.

Explore our GEO and AI optimisation services for hotels, or talk to the UP team.

Frequently Asked Questions