Does ChatGPT actually recommend specific hotels?

Yes. When a traveler asks something like 'where should I stay in Asheville for a romantic weekend?', ChatGPT (and Gemini, Perplexity, and Google's AI Overviews) will often name specific properties. Which ones it names depends on what it has read and learned to trust about each hotel — its website, its reviews, its mentions across the web, and how clearly the property is described as an entity.

How is being cited by ChatGPT different from ranking on Google?

Classic SEO is about ranking in a list of ten blue links. Answer engines synthesize a single answer and cite a few sources. You can rank #1 on Google and still be completely absent from the AI answer — they're related but separate disciplines. Optimizing for the answer is what we call AEO/GEO.

If I'm invisible in AI answers, can I fix it?

In most cases, yes — and faster than you'd think, because so few hotels are doing this work yet. It comes down to making your property a clearly-defined entity the models can understand, structuring your content so it's quotable, earning the right mentions and reviews, and giving the crawlers clean access. We cover the playbook in our AEO/GEO service.

Is Your Hotel Invisible to ChatGPT? Here's How to Check (in 10 Minutes)

Quick experiment. Open ChatGPT right now, and type this:

“I’m visiting [your town] next month. What are the best independent or boutique hotels to stay at?”

Go ahead. I’ll wait.

Did your hotel come up? Be honest. Because for the overwhelming majority of independent hotels I run this test on, the answer is no — and the owner had no idea. They’re busy fighting for Google rankings and managing their OTA listings, while an entirely new front door quietly opened and nobody walked them through it.

This is the single most under-priced opportunity in hotel marketing right now, so let’s actually look at it.

AI-search demand is exploding — hotel SEO is the tiny, high-intent niche

aeo 27,100

ai seo 8,100

generative engine optimization 5,400

answer engine optimization 2,400

geo seo 2,400

hotel seo 590

US searches / month · source: DataForSEO

Why this matters more than it sounds

Here’s the thing people miss: travelers are already using AI assistants to plan trips. Not “someday.” Now. They’re asking ChatGPT to build itineraries, compare neighborhoods, and — yes — recommend places to stay. The search demand around this shift is exploding: in the US, “aeo” pulls roughly 27,100 searches a month, “ai seo” around 8,100, and “generative engine optimization” about 5,400 — all climbing.

Meanwhile, “hotel seo” itself is a tiny, pure-intent niche at around 590 searches a month. Read those numbers together and the story is obvious: the attention is moving to AI search far faster than the hotel industry is moving to meet it.

The asymmetry that should excite you: almost no independent hotel is doing answer-engine optimization yet. That means the work compounds into a multi-year head start your competitors can’t simply buy back later. Early movers win this one.

The 10-minute invisibility audit

You don’t need any tools or budget to find out where you stand. Run these five prompts across ChatGPT, Gemini, and Perplexity (they each pull from different sources, so check all three). Keep a simple note of whether you’re mentioned, and how.

The discovery prompt: “Best boutique hotels in [your town/neighborhood]?”
The use-case prompt: “Where should I stay in [your town] for [a romantic weekend / a family trip / a work trip]?”
The amenity prompt: “Hotels in [your town] with [your standout feature — rooftop bar, pet-friendly, walkable to X]?”
The direct prompt: “Tell me about [Your Hotel Name].” — Does it describe you accurately? Mention amenities, location, vibe? Or does it get things wrong, or admit it doesn’t know?
The comparison prompt: “[Your Hotel] vs [a nearby competitor] — which is better for [use case]?”

Score yourself honestly on each:

Result	What it means
Named & described accurately	You have real AI visibility. Protect and extend it.
Named but described vaguely/wrongly	The model knows you exist but doesn’t understand you. Fixable.
Not mentioned, competitors are	You’re invisible at the moment of decision. This is the gap.
”I don’t have information on that”	You’re an unknown entity. The biggest opportunity — and the most common result.

If you landed in the bottom two rows for most prompts, welcome to the club. Now let’s talk about why.

Why the models can’t see you (yet)

Answer engines don’t rank pages — they build an answer from what they can read, parse, and trust. A few things commonly block independent hotels:

You’re not a clear “entity.” The model isn’t confident about what you are, where you are, and what makes you distinct. Inconsistent name/address details across the web make this worse.
Your content isn’t quotable. Beautiful brochure copy is great for humans and useless to a machine that needs clean, structured, factual answers it can lift.
You lack corroboration. Models trust what’s repeated and reviewed across many sources — your reviews, your mentions in local guides and press, your structured data. Thin presence = low trust.
You’re hard to crawl. If your important content is locked behind scripts, slow pages, or a robots.txt that blocks AI crawlers, you’ve made yourself unreadable. (For the record, we explicitly welcome the AI crawlers — that’s a deliberate choice.)

What to actually do about it

The fix isn’t a magic trick; it’s a discipline. The short version:

Become a clean entity. Consistent name, address, and core facts everywhere. A clear, factual “about this property” foundation the models can anchor to.
Write quotable answers. Genuinely useful, structured content that answers the real questions travelers ask — in a form an LLM can extract and cite. (This is where most “hotel blogs” fail completely.)
Add the structured data. Hotel, Room, FAQ, Review, and LocalBusiness schema so machines understand exactly what you are. We go deep on this in Structured data that makes your hotel quotable to AI.
Earn corroboration. Reviews on a steady cadence, mentions in the local guides and press the models read, the citations that build trust.
Open the doors. Make sure your site is fast, crawlable, and not accidentally blocking the assistants. An llms.txt file helps — see The llms.txt file for hotels.

If you want the full framework, read Schema + entity + citations: the GEO trifecta for hotels, and if you’d rather just have it done, that’s exactly what our AI Visibility (AEO/GEO) service is for.

One honest caveat

None of this is about gaming the machines or escaping the OTAs entirely — no independent hotel can fully do that, and anyone who promises it is selling you something. What AI visibility does is put you back in the room where more and more booking decisions start, so you win back more direct bookings and depend a little less on the OTAs. That’s the realistic, valuable win. And right now, it’s wide open.

Run the 10-minute audit. If your hotel is invisible, you’ve just found the highest-leverage marketing project you’ll take on this year.

Want me to run it with you on your actual property and show you exactly where the gaps are? Book a free intro call — that’s literally how we start.