I asked ChatGPT to recommend a travel advisor for a trip to Japan. Same prompt, several times. The name that kept surfacing wasn't a big-box agency like Expedia or AAA, and it wasn't the one running the most ads. It was Mark Lakin of The Legacy Untold, a boutique advisor whose mother grew up in Japan and whom Travel + Leisure has named its top Japan advisor every year since 2016. The question worth answering is not who it named, but why, because the reason is something almost any advisor can copy. ChatGPT built the answer from a short list of sources most advisors underuse: the independent specialist lists travel editors publish (Condé Nast Traveler's Top Travel Specialists, Travel + Leisure's A-List, and Wendy Perrin's WOW List), the trade directories (ASTA's TravelSense and the Virtuoso luxury network), and destination marketplaces like Zicasso and kimkim.
AI answers vary run to run. We ran this prompt in ChatGPT several times in July 2026 and tracked the names that consistently surfaced, so treat the advisors below as a snapshot, not a fixed ranking.
This is the new reality for advisors who spent years getting good at Google and the big booking sites. ChatGPT is building a separate recommendation system, and the advisors winning there are not always the ones with the biggest ad budgets. Here is the twist that makes travel different from a plumber or a dentist: almost none of it is local. An advisor works remotely, so a Japan specialist 2,000 miles away who owns the trip expertise beats the generalist agency down the street. This article shows why ChatGPT keeps landing on advisors like Lakin, the one move most miss, and what to do about it. It is part of our guide to getting recommended by AI, across dozens of categories.
Why ChatGPT Keeps Landing on Them
Mark Lakin did not get there by accident. He sits on top of the strongest signal in the category, and two other real advisors show the other two levers ChatGPT rewards. Together they are the three things that decide a travel recommendation, and not one of them is proximity.
Mark Lakin owns the destination's editorial "best of" list. Travel + Leisure has named him its top travel advisor for Japan every year since 2016, and the publication has run his sample itineraries, like his 13-day trip around Japan, on its own site. When ChatGPT runs "best travel advisor for Japan," the Travel + Leisure list and those advisor itineraries are exactly the kind of independent editorial page it quotes, and Lakin is on it year after year. The takeaway: a spot on a real specialist list for your destination or trip type is worth more than any amount of your own marketing, because ChatGPT is quoting a source that is not you. This is national, not local. There is no "best advisor near me" list that decides this, only the destination-specialist lists.
JapanQuest Journeys goes all-in on one destination. Scott Gilman, its co-founder, spent years in Japan before launching a firm that plans nothing but Japan, and he is a repeat pick for Wendy Perrin's WOW List, an independent, no-pay-to-play referral list organized strictly by country. Two things get a firm like this named. It has one clear specialty ChatGPT can match to a specific question, and it sits on a second editorial list that is not the same as the first. The takeaway: pick a lane, publish real depth in it, and get onto more than one independent list, because ChatGPT trusts a name it sees agree across several sources.
Asia Transpacific Journeys shows up on more than one authority at once. Its advisor Rebecca Mazzaro carries both a Condé Nast Traveler Top Travel Specialist listing and a Travel + Leisure A-List spot for 2026, backed by an agency with nearly four decades of Asia-Pacific specialization. When the same advisor or agency appears on two of the lists ChatGPT reads, the engine treats the recommendation as confirmed rather than a one-off. And that points to the biggest opportunity in travel, one almost no advisor uses on purpose.
The One Move Almost No Advisor Makes
Here is the move, and it costs nothing but time: pick one destination or trip type and publish the deepest, most specific expertise anyone has written on it, including day-by-day sample itineraries with named hotels, restaurants, and real costs. That is the exact content ChatGPT lifts and quotes when someone asks for a "10-day Japan itinerary," and it is the same body of work that gets an advisor noticed for the editorial specialist lists. Most advisors do the opposite. They say "we plan trips worldwide" and publish a page of destinations they "serve," which gives ChatGPT nothing to match and nothing to quote.
Do this Monday: Choose your single strongest destination or trip type, Japan, an African safari, an Italian honeymoon, whatever you know cold, and publish one deep expertise page plus one named-detail sample itinerary for it. Lead the itinerary with a concrete passage: "A 12-day Japan trip runs roughly $6,000 to $9,000 per person for boutique ryokans, bullet-train transfers, and private guides." Then apply for the specialist list that matches it: Condé Nast Traveler's Top Travel Specialists, the Travel + Leisure A-List, or Wendy Perrin's WOW List. The specialization is what ChatGPT quotes, and the list slot is the outside proof it trusts. Almost no advisor does both, and neither one depends on where your office is.
How ChatGPT Actually Builds the Answer
ChatGPT has no private list of good travel advisors. It reads your question, breaks it into smaller, more specific searches, runs those on Google and Bing, and builds an answer from the pages that come back. A traveler rarely types a single keyword. They type a full sentence with conditions, something like "recommend a good travel advisor for a two-week trip to Japan with kids." ChatGPT turns that one prompt into a set of smaller searches and runs each on its own:
- best travel advisor for a Japan trip
- luxury travel advisor for Japan, Virtuoso network
- Condé Nast Traveler top travel specialists Japan 2026
- Wendy Perrin WOW List Japan trusted travel expert
- is a travel agent worth it in 2026
- ASTA verified travel advisor, find an advisor by destination
Notice what is missing: a city. Travel splits by destination and trip type, not by ZIP code, because advisors work remotely. There is no real "top travel agents in America" list either. The recommendation gets stitched together by specialty, from the sources below.
| Source | Type | Why it shows up |
|---|---|---|
| Condé Nast Traveler Top Travel Specialists | Editorial vetted list | Editor-picked, no pay-to-play, organized by destination and trip type. The editorial authority ChatGPT names most in travel answers. |
| Travel + Leisure A-List | Editorial vetted list | A small vetted group chosen for insider access, sorted by destination and style. The second editorial pillar, and the one that ran Mark Lakin's Japan itineraries. |
| Wendy Perrin WOW List | Independent editorial directory | Organized strictly by destination expertise, the exact shape of a "who plans your Japan trip" question, and independent of any agency. |
| ASTA / TravelSense | Trade-association directory | The largest US body of travel advisors. The public "is this advisor legitimate" answer, searchable by destination and specialty. |
| Virtuoso advisor directory | Luxury network directory | The dominant luxury group. The source behind high-end and perks questions like upgrades and amenity credits. |
| CLIA Find a Travel Agent | Cruise-industry credential directory | The only official cruise body. Its find-an-agent tool and certification tiers decide cruise questions. |
| Zicasso, kimkim | Destination-matching marketplaces | Organize in-country specialists with sample itineraries, a direct match for "travel advisor for [destination]." |
Below these sit thin SEO roundups ("best Japan travel agents 2026" listicles) and community threads. Travelers ask for advisor recommendations in r/travel and destination subreddits, plus dedicated forums like Fodor's Travel Talk, the Rick Steves community, and TripAdvisor's destination boards. Their long destination Q&A threads are what ChatGPT pulls from for "who planned your Japan trip." Treat these as a real but secondary source, not the main event.
What Google and Booking Sites Get You vs. What ChatGPT Gets You
Google's first screen for a travel search is packed with big booking sites and franchise brands running ads. Search "travel agent for Japan" and you get Expedia, Costco Travel, AAA Travel, and tour operators bidding on the keyword. The broader "Japan trip" search is owned outright by Booking.com and the online travel agencies.
ChatGPT routes right past all of that. Because the smaller searches pull from the editorial specialist lists, ASTA's directory, Virtuoso, and destination marketplaces, the advisors that surface are specialists with proven destination expertise, not the platforms that sell inventory. ChatGPT can tell "book a trip" (where a big booking site is a fine answer) apart from "plan a complex trip with expert help" (where a specialist wins). When a question names a destination and a trip type, it lands on whoever has published that expertise.
None of this means your Google or booking-site work was wasted. Ranking on Google is the entry ticket: if you don't show up at all, ChatGPT can't find you. It just isn't what decides the recommendation. What decides it is whether you are specialized, published, and vetted on the sources ChatGPT actually reads, and being nearby barely counts.
What the Advisors That Show Up Share
The advisors ChatGPT names share three traits, all tied to the sources above, not to ad budget or location.
A spot on a real specialist list. A Condé Nast Traveler Top Travel Specialist listing, a Travel + Leisure A-List entry, or a place on Wendy Perrin's WOW List is the outside proof ChatGPT trusts. Travel publications curate advisor lists the same way food publications curate restaurant lists, and ChatGPT reads them as expert endorsements you can't buy your way onto.
A clear specialty, not "we book anything." No source in this set is organized around "we plan trips worldwide." The marketplaces, the WOW List, and the editorial lists all sort by destination and style, so a Japan or African-safari specialist matches a specific question that a generalist can't. Scott Gilman's Japan-only firm is the shape ChatGPT can name.
Published expertise it can lift a clear answer from. Deep per-country pages and day-by-day sample itineraries with named hotels, restaurants, and costs are exactly what "13-day Japan itinerary" looks for. Mark Lakin's published itineraries give ChatGPT a passage it can quote. A site that only lists "Asia" and "Europe" as areas served gives it nothing.
What the Invisible Advisors Lack
The advisors missing from ChatGPT's answers tend to be fine on Google and thin everywhere it actually looks.
Generalist positioning. "We plan vacations worldwide" gives ChatGPT no reason to match you to a Japan trip in particular. It can't recommend "the agent who knows Japan" when that specific detail doesn't exist anywhere it can read.
No editorial or directory presence. Missing from the specialist lists, TravelSense, and the luxury-network directories means no outside proof for ChatGPT to find. When it looks past your own site, you aren't there.
Generic website content. Destinations listed as "areas served" with no 500-word insider page and no itinerary with named details. Asked for a specific destination itinerary, ChatGPT finds nothing to lift, so it names an advisor who wrote one.
A platform or franchise identity with no name of your own. An individual advisor buried inside a big brand has no distinct presence ChatGPT can point to. It reads and recommends the advisor who built an expertise footprint under their own name.
What to Do
The fix runs across the same sources ChatGPT reads. None of it is technically hard, but it is specific to travel, not generic local marketing, and none of it depends on your location.
Pick two to five specialties and lead with them. "Southeast Asia honeymoon specialist" is far easier for ChatGPT to name than "full-service travel agency." Match the way the marketplaces and editorial lists are organized. Travel agencies optimizing for AI visibility get there through destination specialization, not breadth.
Publish destination expertise and sample itineraries. Write per-country pages with visa rules, the best seasons by region, and budget ranges by trip style, plus day-by-day itineraries with named venues and real costs. Open each with a direct answer and a concrete number. Most advisors leave out specifics and pricing, so the few who publish them get named again and again.
Get onto the editorial lists and into the trade directories. Apply for Condé Nast Traveler's Top Travel Specialists, the Travel + Leisure A-List, and Wendy Perrin's WOW List, and keep your TravelSense, Virtuoso, and CLIA profiles complete and matching your site. Each is outside proof you can't just pay for.
Show credentials you can verify on their own page. ASTA membership and the Verified Travel Advisor designation, CLIA Certification with your EMBARC ID for cruise, Travel Institute designations (CTA, CTC, CTIE), and luxury-network membership are the proof ChatGPT cross-checks for "how do I know this advisor is legitimate." A dedicated credentials page gets read more reliably than a buried About page.
Earn a mention in the communities ChatGPT reads. Make your work good enough that travelers name you in r/travel, destination subreddits, and forums like Fodor's Travel Talk and TripAdvisor's destination boards when a "who planned your trip" question comes up. An honest mention in a long destination thread beats owning a thin SEO listicle.
How Long It Takes
Publishing and directory changes can move ChatGPT's recommendations within a few weeks. Building the editorial presence that holds a recommendation takes a couple of months.
Weeks 1-4: Rewrite your homepage to lead with your two to five specialties. Publish four to six destination-specific pieces (per-country pages, sample itineraries, cost breakdowns). Complete or claim your ASTA, CLIA, and luxury-network profiles, and apply to two or three editorial advisor lists.
Months 2-3: Start showing up for destination and trip-type questions ("Southeast Asia honeymoon planner," "travel advisor for a Japan trip"). Ask clients for reviews that name the destination and trip type. Chase editorial features.
Months 3-6: Build steady presence across your core destinations and trip types. Keep publishing destination content every month, and keep your editorial relationships warm.
The window is open because most advisors haven't started. Early movers face far less competition here than they do on Google.
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Frequently Asked Questions
Does having an office in a specific city help me show up in ChatGPT?
Barely. Travel advisors work remotely, so for destination questions ("Japan trip planner") ChatGPT weighs destination expertise far above location. A "near me" search exists for travelers who want a local advisor, but specialization and a spot on a vetted editorial list decide most travel recommendations. This is what makes travel different from a plumber or a dentist.
Will clients really find travel advisors through ChatGPT?
Increasingly, yes, especially for complex trips. "Recommend a travel advisor for a Japan trip" is a natural question that says the person wants human expertise, not a booking platform. ChatGPT tells simple booking questions, where it may point to a big booking site, apart from complex planning questions, where it surfaces specialized advisors. Multi-country and multigenerational trips are the sweet spot.
Which credentials matter most for ChatGPT?
ASTA membership and the Verified Travel Advisor designation are the most recognized general check. CLIA Certification with an EMBARC ID matters for cruise questions, and Travel Institute designations (CTA, CTC, CTIE) cover the general competency track. But for destination questions, a spot on Condé Nast Traveler's Top Travel Specialists, the Travel + Leisure A-List, or Wendy Perrin's WOW List does more, because it is outside proof you can't buy.
How important are sample itineraries?
They are among the best-performing content types for travel. They directly match "X-day [destination] itinerary" questions, and the more specific they are (named hotels, restaurants, and costs), the more likely ChatGPT lifts and names the passage. Generic "explore the city" itineraries give it nothing to quote.
Will ChatGPT always recommend the same advisors?
No. ChatGPT builds the answer fresh each time from the sources above, so the exact names can shift between searches and over time. That is why the goal is not to win one search but to be specialized, published, and vetted across the editorial lists and directories it reads, which keeps you eligible however the question is phrased.
Updated for July 2026: reworked as a case study using real, verifiable advisors and the sources ChatGPT actually reads.