Real Agent Cases

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

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by Visible Tourism
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How we verify

Evidence: Described by posterThe person describes what happened in words, without screenshots or video.

Outcome

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.

Agent

ChatGPT agent

Prompt Recreated prompt

The source didn't share its exact prompt, so we wrote this from what it describes.

Here's a task I'd like your help with. Read it all the way through before you start.

Goal: Plan a weekend in Budapest: an Airbnb under €100 a night, things to do, and vegan restaurants.

Check with me first: Which dates, and how many people?

What I'll give you:
- My dates and number of guests
- My budget (under €100 per night here)
- My Airbnb login (I'll sign in myself)

Rules:
- Find places that fit the budget, suggest activities and include vegan restaurants.
- If something is missing or unclear, ask me instead of guessing.
- You can start the booking, but stop when it needs a login or payment and hand it to me.

Output: A weekend plan with stay options and links, activities and vegan restaurants, plus where you left the booking.

You'll know it worked when: I have a plan and a booking page ready for me to log in and pay.

Try this in:

ChatGPT Used in sourceGemini Grok

Sends the Recreated prompt shown above. ChatGPT and Grok open with it filled in, and ChatGPT may send it straight away. Gemini opens empty, so we copy the prompt for you to paste. Every button also copies it.

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Optional stronger version

Our rewrite with extra checks. The poster didn't test it.

Here's a task I'd like your help with. Read it all the way through before you start.

Goal: Plan a weekend in Budapest: shortlist Airbnbs under €100/night, an activity plan and vegan restaurants, and start (not finish) the booking.

Quick check first: tell me if anything below is missing or unclear.

Inputs (fill in or confirm):
- Dates and number of guests
- Nightly budget (€100) and must-haves (e.g. near a metro, self check-in)
- Interests for activities
- My Airbnb account (I'll sign in myself)

Rules:
- Shortlist 3 Airbnbs with total price including cleaning and service fees, rating, reviews count and distance to the centre.
- Check each listing's cancellation policy and house rules.
- Plan activities by area so each day has little backtracking; note opening hours and ticket prices.
- Pick vegan or vegan-friendly restaurants near each day's area, with hours confirmed on their own page or Google Maps.

Checkpoint: Stop at Airbnb's 'Request to book'/payment page. I'll confirm and pay.

If you get stuck: If Airbnb asks for login or verification, pause and ask me to do it (including any CAPTCHA or two-step code); never guess or store passwords.

Verify before you finish: Confirm the dates and guest count in the booking summary match mine.

Output: Airbnb shortlist table, a day-by-day plan, a restaurant list with links, and the booking page ready for me.

Done when: I can confirm the stay in one click and the weekend plan fits the dates.

Source

https://www.visibletourism.com/post/from-zero-click-to-zero-effort-chatgpt-agent-mode/

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