AI agents
How to plan your next vacation with AI · The complete guide to smart travel
8 min readAmichai Shekel
Step-by-step vacation planning with AI: Personal Intelligence and the questioning method in Gemini, Canvas that builds a travel app, Google Flights and Flight Deals, Deep Research in NotebookLM, personal maps with Google My Maps, prompts for upgrades and discounts, and an agent that makes phone calls for you.
Most people plan a vacation with AI like this: they open a chat, write 'I want to fly to such and such destination on such and such budget, find me something cool', and get a generic answer that suits everyone. But everyone has their own unique vacation. In session 22 of the AI Master Club, we went over a whole set of tools and methods, most of them by Google and most of them free, that take a vacation from standard planning to a personalized experience: destinations chosen according to your real history, flights at the lowest price, a personal map with all the best places, a travel app built in two minutes, and even an agent that calls a restaurant for you in Greek. The guide is divided into two parts, exactly like the session: planning the vacation until arrival at the destination, and tools that upgrade the experience when you are already there. No Claude Code, nothing technical. Everything from your phone.
What you will have at the end of the guide
- Personal Intelligence: How Gemini learns about you and suggests destinations that truly suit you
- The questioning method that turns any language model into a personal travel agent
- Canvas: From a route in the chat to an organized document, to a travel app, and even an interactive dictionary
- Google Flights and the new Flight Deals feature to find truly cheap flights
- Deep Research inside NotebookLM: Destination research that pulls dozens of sources at once
- The ultimate hack: From a table in NotebookLM to a personal map in Google Maps with layers
- Prompts for free hotel upgrades, discounts, a rain backup plan, and alternative airports
- On-the-ground tools: Live conversation translation, an agent that calls for you, and a menu that turns into images
Personal Intelligence · Gemini that truly knows you
Important to know: The feature does not turn on by itself. Google activates it only if you have proactively chosen to do so, and you can turn it off at any time. For those who do not feel comfortable giving AI access to emails and calendar, that is completely legitimate. All other tools in the guide work great even without this.
The questioning method · Turning the AI into a travel agent
The questioning method prompt for vacation planning
Based on what you know about me, I am planning a [family / couple / with friends] vacation on [dates] to [destination, or 'surprise me']. Before you build a route, ask me all the questions you need to refine the vacation: accommodation style, transportation, budget, pace of travel, food, flexibility, and anything important to know about us. After I answer, build me a full daily schedule: attractions, great restaurants, and places not to be missed. Important: For each recommendation, attach a direct link to the source, so I can verify that the information is correct and that the place is still active.
Canvas · From chat to document, and from document to app
Interactive local dictionary prompt
I am flying soon to [destination] and want to learn the basics of the local language before and during the trip. Create a useful tourist dictionary for me: greetings, numbers, navigation, restaurant, shopping, and emergencies. For each phrase, provide the source, Hebrew phonetic transcription, and the translation. Then move it to Canvas and build a mini learning app out of it: practice flashcards, a memory game, progress tracking, and a short quiz. Something I can open on my phone during the flight.
Google Flights · And the feature almost no one knows about
Deep Research inside NotebookLM · The ultimate destination research
A bonus that most people miss: Every notebook you created in NotebookLM is directly accessible from within Gemini. Click the plus sign, select Notebooks, and ask: 'According to the guide, what are the 10 best coffee shops?'. The notebooks are basically Gemini's memory, and this works great for office work too: upload a Zoom recording of a meeting, NotebookLM transcribes it, and from that moment on you ask Gemini 'What were the insights from the last meeting?'.
The ultimate hack · From NotebookLM to a personal map in Google Maps
Travel Hacking Prompts · Save money and upgrade your experience
AI Master Club opens the door for you: a live meeting every week, recordings, and a community. ₪47 a month, cancel anytime.
Travel hacker prompt · Getting to the destination for less money
I plan to arrive in [destination city] from [origin city] on [dates], [number] passengers. Do not suggest only the direct route. Find alternative and cheaper ways to get to the same destination: 1. Secondary airports around the destination (even up to an hour and a half drive away), including how to get from them to the destination by bus, train, or taxi and at what cost. 2. Landing in a neighboring country or nearby city from which arrival is cheap and simple. 3. Low-cost airlines and charter flights that do not always appear in comparison engines. 4. Splitting tickets: Whether two separate flights turn out cheaper than one ticket. For each option, provide an estimated total cost (flight + arrival at destination), total time, and links for checking.
Hotel upgrade email prompt
We are arriving at [hotel name / guest house] in [destination] on [date], and during the stay we are celebrating [birthday / anniversary / event]. Draft a short, warm, and polite email [in the local language / in English] that tells about the event and gently asks if there is a possibility for a small surprise or upgrade that will make the stay special. Without demanding, without sounding like we are bargaining. A tone of happy guests looking forward to the experience. Also attach a translation into Hebrew so I know what is written.
When you are already there · Translation, phone agent, and menu with pictures
All tools from the session
The basis for the whole guide: Personal Intelligence, the questioning method, Canvas, and document creation. Free
Flights, hotels, and vacation rentals. Includes Flight Deals (Beta) and Price Graph to find the lowest price
Destination research with Deep Research, tables, reports, and podcasts. Up to 200 sources per notebook, free
Creation of personal maps from CSV files with layers. Open in the Google Maps app on the phone
Translation of signs via Lens and real-time two-way conversation mode
Multi-agent with the Call For Me agent that calls and speaks for you in the local language (paid)
Questions raised in the session
Almost everything is free: Gemini with Canvas, NotebookLM, Google Flights, My Maps, and Translate. You also do not need an advanced model, in the session we worked with Gemini's standard and fast model. The only exception: Genspark's phone agent, which costs about a dollar or two per call.
A feature in Gemini that gives it access to Gmail, Calendar, Drive, and your search history, so it learns your preferences and returns personalized answers. Activated through Settings, select Personal Intelligence, turn on Memory, and check Connected Apps. It is turned off by default and can be turned off at any moment.
You can share it like a file, but it is not a live site with a domain, and deploying it to the web is complicated (it is not Claude Code that connects to Vercel in a second). It is mainly useful for you on your phone. And offline it does work, because the code is already built and internet is not needed to run it.
Not mandatory. You can give a simple prompt ('vacation for 5 people in southern Vietnam in October') and it pulls dozens of sources from the web by itself. But you can also combine your own material: a flight ticket, an itinerary PDF, a website link, or a documentary YouTube video. Tip: First ask Gemini to draft the most detailed research prompt for you, and the result will be more accurate.
Because it works on the RAG method: it does not pull random information from its training, but answers only from the sources fed into the notebook. If you fed it a PDF, it relies only on that. Therefore, the hallucination rate is very low, which is exactly what you need when planning a trip and you do not want to arrive at a restaurant that closed two years ago.
Definitely, and this is one of its strongest uses. For example, meeting transcription: you record a meeting on Zoom, upload the audio file to the notebook, and it transcribes excellently in Hebrew as well. From there you produce insights, summaries, presentations, and tables. And if you give each notebook a name and date, you can later ask Gemini directly 'What were the insights from the last meeting'.
You combine it in the prompt: you ask Gemini or ChatGPT to connect the components together, flight, accommodation, and car, and compare against ready-made packages. Flights are verified on Google Flights and accommodation in Vacation Rentals or hotel engines.
And what in the next session
The full recording of session 22, along with the complete travel prompt document, are available to club members in the content library. And if you used one of the tools and it saved your trip, tell us in the community. This is exactly the knowledge the club lives on.
Frequently asked questions
Does all of this require a paid subscription?
Almost everything is free: Gemini with Canvas, NotebookLM, Google Flights, My Maps, and Translate. You do not even need an advanced model. In the session, we worked with the standard and fast model of Gemini. The only exception is the phone agent of Genspark, which costs about one or two dollars per call.
What is Personal Intelligence and how do you activate it?
A function in Gemini that gives it access to Gmail, Calendar, Drive, and your search history, so it can learn your preferences and return personalized answers. You activate it via Settings, choose Personal Intelligence, turn on Memory, and check Connected Apps. It is turned off by default and can be disabled at any moment.
Can you share the mini website built in Canvas? And does it work offline?
You can share it like a file, but it is not a website that lives online with a domain, and deploying it to the web is complex (it is not Claude Code that connects to Vercel in a second). It is mainly useful for you on your phone. And it does work offline, because the code is already built and does not need the internet to run.
What exactly does Deep Research base its research on? Do you need to feed it materials?
Not necessarily. You can give it a simple prompt (a vacation for 5 people in southern Vietnam in October) and it pulls dozens of sources from the web on its own. But you can also combine your own material: a flight ticket, a PDF of an itinerary, a website link, or a documentary YouTube video. Tip: first ask Gemini to draft the most detailed prompt for you for the research, and the result will be more accurate.
Why does NotebookLM make fewer mistakes than other models?
Because it works using the RAG method: it does not retrieve random information from its training, but answers only from the sources fed into the notebook. If you fed it a PDF, it relies only on that. Therefore, the hallucination rate is very low, and that is exactly what you need when planning a trip and you do not want to end up at a restaurant that closed two years ago.
Can NotebookLM also be used for work, not just for trips?
Definitely, and this is one of its strongest uses. For example, meeting transcription: you record a meeting on Zoom, upload the audio file to the notebook, and it transcribes excellently in Hebrew as well. From there, you extract insights, summaries, presentations, and tables. And if you give each notebook a name and date, you can later ask Gemini directly what the insights were from the last meeting.
How do you find a vacation package (flight plus hotel) and not just flights?
You combine it in the prompt: you ask Gemini or ChatGPT to connect the components together, flight, lodging, and car, and compare them against ready-made packages. You verify the flights on Google Flights and the lodging on Vacation Rentals or hotel search engines.


