What AI Trip Planning Gets Wrong — and What It Can't Book for You

Have you tried asking an AI assistant to plan a trip yet — and found yourself looking at a tidy list of flights, hotels, and “must-see” sights that looks complete, but somehow does not feel quite ready to book?

That is exactly where a lot of travelers are right now, and it is a fair place to start. I use research tools myself, and I am not going to tell you AI is useless for travel. Used well, it can be genuinely helpful. The problem is not the first draft. The problem is what happens between that draft and an actual trip — the connections, the timing, the access, and the changes nobody planned for.

What AI does well — and why I am not worried about using it

Let me start fairly, because you deserve a straight answer rather than a sales pitch.

AI is good at generating ideas quickly: neighborhoods to consider in a city you have never visited, a first-pass list of sights, restaurant styles, packing reminders, and a rough day-by-day outline. It is also useful for comparing dates at a glance — which weeks tend to be quieter, when school holidays fall, and how shifting a trip by a few days might change the shape of it. If you are in the early, “what could this trip even look like?” stage, that kind of brainstorming can save you time.

What I would ask you to notice is what kind of work that is. It is listing and summarizing. A trip, unfortunately, does not run on a list. It runs on sequence — and sequence is where the trouble usually starts.

Where trips actually break: connections and timing

Ask an AI tool for an itinerary and it will happily give you a flight that lands at 9:40 a.m., a transfer across town, and a tour that starts at 11:00. On paper, that works. In real life, your flight is delayed forty minutes, you still have to collect luggage, the transfer company needs a meeting point and a buffer, and the tour operator’s check-in closed ten minutes before the tour started. Nothing on the list was wrong, exactly. The pieces simply did not fit together.

That is the work I think of as the puzzle. Before a client leaves home, I look at the whole trip at once — flights, transfers, hotel nights before or after a cruise, tour start times, pickups and drop-offs, and how much time is realistic between them. I learned in my previous business to anticipate the next question before the customer has to ask it, and I do the same thing here: if a flight is late, what still works? If a ship changes its docking time, who needs to know? Those are not questions a generated list answers for you, because no one is responsible for watching the answer.

What a list cannot tell you: access levels

There is another gap I see often, and it matters more the more you care about the quality of the experience. AI can tell you to “visit the Colosseum” or “see the Vatican.” What it usually cannot tell you is that there are meaningfully different ways to do that — a general group tour, a skip-the-line option, or more specialized access, such as the lower levels or underground areas, where they are offered. Those are different experiences, at different group sizes, with different guides explaining what you are actually looking at.

The same is true with local experiences. On a trip I planned around a client’s cruise, one of the moments they wrote home about was a private visit to the Murano glass factories — seeing the work up close, with time to ask questions, is a different thing from walking past a demonstration with a crowd. An AI itinerary will name the island. It will not usually help you weigh whether a private visit, a small-group tour, or a good general tour is the right use of your time and money. Sometimes the group tour with a knowledgeable guide is exactly right, by the way. My point is that someone should be helping you choose on purpose, not by default.

The part no itinerary mentions: changes after you book

Here is the part of travel planning that rarely makes it into a blog post, and it is the part I think about most.

About a week before one client’s European river cruise, I learned that low river water meant the sailing could no longer operate as planned — the cruise line would be substituting a bus tour for a portion of the experience the client had booked. My client had traveled extensively in Europe and was clear with me: that was not the trip he wanted, and he wanted his money back rather than a substitute he had not chosen.

So I called the cruise line. I explained his situation, that he was an experienced European traveler, and that a bus tour was not an equivalent experience. We went back and forth, and in the end the cruise line refunded all of his money. I do not know whether I will ever see a commission from that booking, and honestly, that was not the point. The client was protected, he was happy with how it was handled, and he intends to book another trip with me. That is the relationship I would rather have.

Now ask yourself: if your AI-built itinerary hits low water, a schedule change, or a supplier substitution, who makes that call? Who already knows your booking, your preferences, and what you told the supplier at the time of booking? An AI tool cannot hold your transfer when a flight is late, cannot rebook you around a changed itinerary, and cannot advocate for a refund because it knows what you were promised. It generates text. It does not take responsibility for the outcome.

What I would suggest instead

I am not asking you to stop using AI for travel ideas — I would rather you use it well. Bring me the draft. Let me check the pieces: whether the connections are realistic, whether the hotels fit the trip and not just the photos, whether the tours are at the right level, and whether your travel protection matches what you have actually booked. I can arrange for you to see options you may not find in a basic search, and I can explain why I would recommend one over another so you can decide with confidence.

My standard has not changed since my first business: tell them what you’re going to do, and then do it. And if I cannot meet a promised deadline, you will hear from me about what happened and when I will update you next. No client of mine is left waiting without a prompt touch-base to let them know they have not been forgotten. An itinerary cannot promise you that. A person can.

Have an AI-built itinerary? I’d be glad to check the pieces with you — email me at Vickie@kokopellitravel.com and send me what you have so far. I will review the connections, timing, and options for you, with no obligation. — Vickie Johnson, Kokopelli Travel

Tell them what you’re going to do, and then do it — that is my promise on every trip I plan. If you email me, you will hear back from me promptly.