How can I measure my hotel's visibility in AI-generated answers?
Short answer
Measuring visibility in AI-generated answers is still imprecise, so the honest approach is structured observation. Define a set of realistic guest questions, ask them in the assistants that matter to your market on a regular schedule, and record whether your hotel is mentioned, how it's described, and which sources are cited. Track changes over time and treat results as samples, not rankings — answers vary between sessions and users. Combine these observations with what you can measure directly, such as referral traffic from AI tools in your analytics.
By Lodging Engine Editorial Team· Reviewed by Eric Zwanenburg· Last reviewed
Why this is hard
- Answers vary by wording, user context, location, and time.
- Most assistants don't provide hotels with impression or ranking reports comparable to Search Console.
- A single prompt says little; patterns across many observations say more.
Step 1: Define your question set
Write 20–40 questions real guests might ask, grouped by theme:
- Discovery: "Best boutique hotels in [area] for couples"
- Needs: "Pet-friendly hotel near [landmark] with parking"
- Brand: "Tell me about [Hotel Name]" — checks accuracy
- Comparison: "[Hotel Name] vs [competitor]"
Step 2: Observe consistently
For each question and assistant, record:
- Date and assistant used.
- Whether your hotel is mentioned (yes / partially / no).
- How it's described — and whether the facts are correct.
- Sources cited, if shown.
- Competitors mentioned.
Repeat on a fixed schedule (for example monthly), using the same wording.
Step 3: Analyse patterns, not single answers
- Which themes include you, and which never do?
- Are descriptions accurate?
- Which sources are cited repeatedly? Those are places to make sure your information is correct and present.
Step 4: Measure what is measurable
- Referral traffic from AI assistants in your analytics (where the referrer is passed).
- Search Console: Google includes traffic from its AI features (AI Overviews and AI Mode) in your overall Search Console performance data, so branded and topic queries there reflect those surfaces too — though not as a separate AI report.
- Branded search trends over time.
- Direct bookings and enquiries mentioning AI tools, if you ask guests how they found you.
Being honest about results
Report observations as observations: "mentioned in 6 of 20 discovery questions this month" — not "ranked #1 in ChatGPT". Avoid any tool or report that presents a single "AI visibility score" without explaining how it was sampled. See what prompt sampling is.
Common mistakes
- Drawing conclusions from one prompt.
- Changing question wording each month.
- Ignoring accuracy — being mentioned with wrong facts can hurt.
- Treating sampled observations as rankings.
Checklist
- Documented question set by theme
- Fixed observation schedule and wording
- Mention, accuracy, and cited sources recorded
- AI referral traffic tracked in analytics
- Results reported as observations with clear limits
Sources
- Get started with Search Console — Google Search Central
- AI features and your website — Google Search Central