Here’s an easy way to lose a booking without ever knowing it happened: a traveler asks ChatGPT to recommend a beachfront rental in your area, gets three names back, and yours isn’t one of them. No error message. No missed call. Just a guest who never found you.
That’s the blind spot most property managers and hoteliers are sitting in right now. You already check your Google ranking, your OTA listing position, maybe even your Google Business Profile. But almost nobody checks what ChatGPT, Perplexity, or Gemini actually say when a guest asks for a recommendation in your category — and that’s quickly becoming one of the more important channels to understand.
The good news: you don’t need a subscription or a data team to get a first read. You need about 30 minutes, a short list of prompts, and a simple way to score what comes back. Here’s how to run that vacation rental AI visibility audit yourself, this week.
Why This Audit Matters More Than It Used to
Traditional SEO tools tell you where your website ranks. They don’t tell you whether an AI assistant is naming your property — or a competitor’s — when a guest asks for a recommendation. Those are genuinely different questions. AI search draws on a mix of sources including its training data, real-time browsing, structured data, online reviews, and directories, and its citation sources only partially overlap with what ranks well on Google.
The stakes are also compounding faster than most operators expect. ChatGPT now serves several hundred million weekly active users, and when someone asks it for a recommendation, it typically returns a short, curated answer naming a handful of options rather than a full page of results. If your property isn’t one of the names it gives, you don’t get a “page two” to climb — you simply don’t exist in that conversation.
This is also where Revyoos comes in. Revyoos includes a dedicated SEO and Generative Visibility product feature designed to improve property listings’ appearance in AI search engines including ChatGPT and Perplexity, which makes sense given that Revyoos aggregates guest reviews from Airbnb, Booking.com, Vrbo, Expedia, and other OTAs into a unified dashboard — and review volume, consistency, and recency are exactly the kind of signal AI engines lean on when deciding who to recommend.
Step 1: Set Up a Clean Test Environment (2 Minutes)
Before you type a single prompt, get your test conditions right — this is the part most DIY audits skip, and it’s the part that quietly ruins the results.
- Log out or use a temporary/incognito chat. If you’ve ever discussed your own property with an AI assistant while signed in, it may recall that context and give you a flattering answer a stranger would never see.
- One prompt per conversation. Running several questions in the same thread lets earlier answers “teach” the model what you want to hear.
- Test on at least two platforms. ChatGPT, Perplexity, and Gemini pull from different sources and weight signals differently, so a result on one doesn’t predict the others.
Perplexity is worth prioritizing here specifically because it shows its sources — so a Perplexity brand audit doubles as a quick citation-source check, telling you exactly which pages or review platforms it’s pulling from when it does (or doesn’t) mention you.
Join 1,000+ property managers and hotels using Revyoos to increase direct bookings and automate review management.
Step 2: Run the Right Prompts (15 Minutes)
Skip the temptation to just type your own property name into ChatGPT and call it done. Testing only branded queries tells you almost nothing about whether AI recommends you to travelers who’ve never heard of you — and unbranded, category-level queries are what actually drive new-guest discovery through AI. This maps to what Revyoos’ internal audit framework calls prompt categories A (Category Discovery), B (Problem/Outcome), F (Market/Category), and H (Direct Bookings/Trust) — the highest-volume discovery queries where a property should realistically appear.
Run a mix of these, adapted to your property and market:
Category discovery
- “What are the best vacation rentals in [your location]?”
- “Recommend a pet-friendly [property type] in [city/region].”
Problem/outcome
- “I need a beachfront rental for a family of six near [location] — what should I book?”
- “What’s a well-reviewed boutique hotel in [city] for a weekend trip?”
Trust/comparison
- “Is [your property name] a good place to stay?” (branded — run this one too, just don’t stop here)
- “Compare [your property] to other options in [area].”
That’s a workable six-to-ten-prompt set for a first pass — enough to check if ChatGPT recommends your property without spending all afternoon on it. Ask each prompt cold, not while logged in, and run your priority prompts twice before drawing conclusions. AI answers are probabilistic: the same prompt can return different results across sessions and days, so one bad answer is a data point, not a verdict. The same bad answer twice starts to look like a pattern worth acting on.
Step 3: Score What You See (10 Minutes)
For each response, capture four things in a simple spreadsheet — this becomes your share of AI voice for rental properties over time:
| Column | What to Record |
| Mentioned? | Yes / No |
| Position | Named first, named among others, or buried in a longer list |
| Accuracy | Correct — amenities, location, price tier, pet policy, etc. — or outdated/wrong |
| Sentiment & framing | Positive, neutral, or compared unfavorably to a named competitor |
Your results will generally cluster into one of three patterns:
- Mostly blank. AI doesn’t recognize your property as a distinct entity yet. This is common for newer listings or properties with a thin footprint across review platforms and third-party sites.
- Mentioned, but wrong or outdated. The AI knows about you, but describes an old rate, a discontinued amenity, or the wrong property type. It’s working from stale or inconsistent information somewhere in its sources.
- Accurate when asked directly, but absent from open-ended discovery prompts. This is the trickiest pattern — the model can confirm facts about you but never volunteers your name to a traveler who doesn’t already know it.
Each pattern points to a different fix, and none of them are fixed by the same tactic, so it’s worth being honest about which one you’re actually seeing.
Step 4: Turn the Score Into a Quarterly Tracker
A single check is closer to a coin flip than a strategy — a systematic, repeated process is what actually shows movement. Set a recurring 30-minute slot once a quarter, use the same prompt list each time, and log your results in a simple matrix:
| Prompt | Q1 Mentioned | Q1 Position | Q2 Mentioned | Q2 Position | Notes |
| Category discovery #1 | No | — | Yes | 3rd of 4 | Improved after review sync |
| Branded/trust check | Yes | 1st | Yes | 1st | Stable |
Quarterly is a reasonable cadence for a manual check: AI models retrain, retrieval indexes refresh, and answers drift over time, but the process is quick enough that staying current doesn’t cost much. If you manage a larger portfolio and want continuous tracking instead of a quarterly snapshot, that’s the kind of ongoing monitoring the Revyoos SEO and Generative Visibility feature is built to handle.
What to Do With Blank or Wrong Results
If you came out of this audit mostly blank or mostly wrong, the fix generally isn’t your website copy — it’s your third-party footprint. Academic research backs this up directly: the Princeton and Georgia Tech GEO study, the first controlled research into what actually moves AI citation behavior, found that techniques like adding specific statistics and citing credible sources can lift AI citation visibility by up to 40%, and that the effect is often larger for pages that aren’t already dominating traditional search — one tactic alone produced a 115% visibility increase for lower-ranked sites (Aggarwal et al., “GEO: Generative Engine Optimization,” Princeton University / Georgia Tech, KDD 2024, arXiv:2311.09735).
For a vacation rental or hotel, the practical version of that research looks like:
- Aggregate and refresh your reviews. Recency and volume are both extractable signals AI engines can lean on — a property with 40 reviews from 2022 reads very differently to a model than one with fresh, ongoing reviews from Airbnb, Booking.com, Google, and Vrbo.
- Fix inconsistent details across platforms. If your Airbnb listing says “sleeps 6” and your website says “sleeps 8,” that contradiction is exactly the kind of noise that produces a wrong or hedged AI answer.
- Add specific, verifiable facts to your listing and website copy. Amenities, exact location, cancellation policy, pet rules — stated plainly, not vaguely.
Revyoos was built with this exact gap in mind. Revyoos serves more than 1,000 active professional property managers and hoteliers, consolidating reviews from every major OTA into one place so the review signal AI engines are reading is complete, current, and consistent — rather than scattered thin across five different platforms.
Ready to see where your gaps actually are? Book a free demo and we’ll walk through how review aggregation feeds directly into your AI visibility score, or start a free trial to get your reviews consolidated before your next quarterly audit.
Frequently Asked Questions
How do I check if ChatGPT recommends my property?
Open a temporary or logged-out chat and ask category-level questions a real guest would ask — “best pet-friendly rental in [city]” rather than just your property name. Run each prompt twice, since AI answers vary between sessions.
What’s a “good” score on this kind of audit?
There’s no universal benchmark, but the goal is consistency: appearing accurately across multiple prompt types and multiple sessions, not just once when you ask about yourself directly.
Do I need paid software to run a GEO audit for a property manager?
No — a manual audit using the prompts and scoring matrix above is a legitimate starting point. Paid tools become useful once you’re tracking dozens of prompts across a larger portfolio and want daily or weekly monitoring instead of a quarterly check.
How often should I re-run this audit?
Quarterly is a reasonable default for most independent operators. If you’re actively working on fixes, a monthly check on your priority prompts can help you see whether changes are moving the needle.
Why does my property show up correctly on Google but not in ChatGPT?
Google ranks pages; AI assistants synthesize a short answer and name a handful of brands. Strong Google rankings help, but AI engines also weigh review consistency, entity recognition, and third-party mentions differently than a traditional search algorithm does.
Your 30-minute audit just told you where you stand. If the gaps traced back to thin or inconsistent reviews, that’s the easiest fix on the list.
Book a free demo and we’ll show you how Revyoos pulls your reviews into one place — so the next audit tells a different story.

