From the book

How do you check a travel itinerary that ChatGPT suggests?

· By Robert Scales · 3 min read

Short answer

Treat the itinerary as a first draft and run a verification pass: list every claim that depends on the real world, such as opening days and hours, travel times, prices, bookings and seasonal closures, and confirm each one on an official website or map before you commit. Ask ChatGPT to flag its own uncertain points to speed this up, but never let it be the final word.

ChatGPT is very good at the creative half of trip planning: proposing a sensible order for sights, grouping places that are close together, suggesting a rainy-day backup and fitting meals around museum visits. A Beginner's Guide to ChatGPT uses a seven-day city itinerary as one of its everyday examples, asking for attractions, local experiences and an efficient order of visits.

The other half, whether each place is actually open on the day you plan to go, is where it is weakest. ChatGPT writes from patterns in its training data, which has a cutoff date, and OpenAI's help pages note that it can give wrong answers and sometimes invents facts with full confidence. A museum may have changed its hours, a ferry may not run in winter, a restaurant may have closed. The fix is a habit: once you have a draft you like, check it as carefully as you would a plan from a stranger.

Step 1: ask for a plan that is easy to check

The way you ask makes the checking easier. Request a structure that separates the plan from its assumptions.

Prompt
Plan a three-day trip to Quebec City for two adults in early March.
We like history, walking and local food, and we don't drive.
Our hotel is in the Old Town.
Give a table for each day: time, activity, place name, and how we get there
(walking time or transit).
After the tables, list every assumption you made about opening days,
hours, prices, seasonal availability and reservations, as a numbered checklist.
Mark any item you are unsure about with "CHECK".

The last two lines do the heavy lifting. Asking the model to list its own assumptions turns hidden guesses into a checklist. It won't catch every error, but it gives you a head start.

Step 2: the verification pass

Go through the plan line by line and sort each claim into one of the categories below. The example entries are illustrative, not real findings.

CategoryExample claim in the draftWhere to confirm
Opening days and hours"Museum open daily, 10 a.m. to 5 p.m."The museum's official website, for your exact dates
Seasonal closures"Boat tour along the river at 2 p.m."The operator's site; many outdoor activities change by season
Distances and travel times"15-minute walk to the next stop"A map app, with the route and season in mind (hills, snow)
Prices"Admission about 20 dollars"Official site; treat any price as out of date
Reservations"Walk in for dinner"The restaurant's site or a phone call
Events"Winter festival on Saturday"The event's official schedule for this year

Work from official sources: the attraction's own website, the transit authority, the tourism office. Reviews and travel forums are useful for tips, but they can be as out of date as the model.

As you check, note what changed and send the corrections back in the same conversation. For instance (illustrative):

Prompt
Corrections: the museum is closed on Mondays in March,
and the boat tour does not run until spring.
Rework day 2 with these facts, keeping the walking times realistic for winter.
Don't change days 1 and 3.

ChatGPT rebuilds the day around the real constraints, and you check only the new items.

Step 3: use browsing, but still click through

ChatGPT Plus and Enterprise users can let GPT-4 browse the web with Bing, so the model can look up current pages and show links to the ones it used. That helps with current details like this season's hours. It doesn't remove the need to check: open the linked page yourself and make sure it says what the summary claims, for the right dates and the right location.

Try it: Ask ChatGPT for a one-day plan in a town you know well, using the prompt pattern above. Then check five items against official sites. Count how many were right, slightly off or wrong, and you'll know how much to trust a draft for a place you don't know.

Which details must you confirm yourself?

Anything that can cost you money, a missed connection or your safety. That means the dates and times of every booking: flights, trains, buses, ferries, hotel check-in and any tour with a fixed departure. It means opening days and hours for each place on the dates you'll be there, including holiday and seasonal closures. And it means prices, cancellation rules and whether a reservation is needed.

Confirm the practical rules too: entry and passport requirements, travel insurance terms, local rules for driving or parking, and the official advice your government publishes for your destination. These change, and the consequences of getting them wrong are serious, so go straight to the official source.

Finally, check safety for anything outdoors: weather forecasts, trail or road conditions and whether an activity is suitable in that season. ChatGPT can remind you to think about these things, and that alone is valuable. The confirming is your job, and it takes far less time than fixing a trip that went wrong.

Sources

  1. A Beginner's Guide to ChatGPT — Holistic Hybrid, April 18, 2023
  2. ChatGPT — Release Notes — OpenAI Help Center, October 17, 2023
  3. ChatGPT General FAQ — OpenAI Help Center, February 1, 2023

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