Hotels & vacation rentals: 10 real cases

Snag a Death Valley hotel room for Thanksgiving with a Grok Bot cancellation watch

Michael Ahlers set up Grok Bot to keep checking a Death Valley hotel (the post tags @deathvalleyspw) for cancellations. A few days later a room opened up overnight and it booked it straight away, so Ahlers woke up to a reservation for a Thanksgiving road trip.

Price the same Tokyo hotel stay through four booking sites to the final checkout page with Claude Code agents, and book the cheapest

Kin Meng Sio launched 4 Claude Code agents to go through 4 booking flows for the same Tokyo hotel and dates (no breakfast, June 13–15) all the way to the final confirmation page, with coupons applied, taxes added and currency holds calculated. It took five minutes while the agents controlled their browsers; it used to take an hour of tab-switching. Booking direct would have cost $93 more than Agoda and had the worst cancellation policy of the four: sliding 40/50/100% fees within 3 days, while every online travel agency offered free cancellation. They booked Agoda at $192.27. Earlier the same week, the AI had caught a $702 drop fee on a car rental.

Plan a four-day family trip to London with ChatGPT, then have hotel concierges catch what it got wrong (partial)

Carley Thornell, a working parent, spent a few hours going back and forth with ChatGPT to plan a four-day London trip with their 6-year-old, ending up with a spreadsheet itinerary. On the ground, hotel concierges caught what it missed: a V&A exhibit sold out since day one with no walk-ups, a way into the British Museum's Egypt wing when general tickets were gone, a nut-free restaurant pick (Ping Pong) that had closed the previous year despite a 'permanently closed' flag on Google, and suggested bus routes 11 and 15 that don't go to the Science Museum or Hamleys. A rail strike the week they were there wasn't something ChatGPT could know. Some of its dining picks still worked out for the family.

Compare Lisbon hotels across three date ranges with Gemini in Chrome

Asked for a central Lisbon hotel for two under $220 a night near Alfama across three October week-long windows, Chrome auto browse opened Booking, Hotels.com, Expedia and Hyatt, kept a running comparison and surfaced three candidates with trade-offs in about six minutes, stopping before booking.

Poster says:About six minutes

Shortlist cheap, quiet places to stay for a holiday weekend with Gemini

For a New Year's trip to Oxford, MakeUseOf's Jack Mitchell asked Gemini for 5 hotels or B&Bs in or around the city that were cheapest and not overcrowded over the holiday. They say Gemini shortlisted places factoring in seasonal crowds and typical costs, and they then compared travel times, tolls and fuel or transit costs in Google Maps before choosing.

Check a hotel price with ChatGPT agent (wrong town)

Asked to check a hotel's price with its town clearly stated, ChatGPT agent looked up a same-named hotel in another town, and the poster notes this wouldn't have been obvious from the reply.

Compare browser agents on a vacation Airbnb search

On the same Airbnb search, ChatGPT Atlas agent mode and Comet each found properties in about 5 minutes, Claude's extension took 10 minutes to find the first, and MiniMax Agent ran over an hour without giving links.

Plan a Budapest weekend and start an Airbnb booking with ChatGPT agent

ChatGPT agent researched accommodation, activities and vegan restaurants for a Budapest weekend and got into an Airbnb reservation flow, then handed over to the user for login and payment.

Book an Airbnb with ChatGPT agent

ChatGPT agent booked what the poster called the perfect Airbnb on the first try.

Find a family vacation rental in Costa Rica with ChatGPT agent

ChatGPT agent found a Costa Rica place with a pool at a decent rate for 2 adults and 3 kids; the poster was tempted to book without checking further.