Tour operators don’t need to become software engineers to run a modern experiences business — but they do need systems.
Many operators are drowning in admin: answering the same guest questions, manually checking availability, exporting bookings into spreadsheets, and chasing guides.
The issue isn’t effort. The issue is that too much of the tour business still runs on repetitive manual workflows.
That’s where vibe coding comes in.
In this article, we share five simple examples tour operators of all sizes are already using to automate operations, reduce errors, and unlock growth, without building complex tech products or hiring a full development team.
What Is Vibe Coding?
Vibe coding is a new way to build simple, useful software tools with AI support, without needing the skills and experience of a traditional developer.
Instead of writing every line of code from scratch, operators can describe what they want:
- Label bookings automatically
- Build a dashboard for tour inquiries
- Create a review link hub for guests
AI tools then help generate the code, workflows and logic.
The goal isn’t to build the next online travel agency (OTA). The goal is to create lightweight automations, internal tools, and operational systems that save time and remove friction.
For example, a tour operator with zero coding experience can build an automation that: reads incoming booking emails, detects the city and tour type, applies the correct Gmail label, updates a Google Sheet, and notifies the guide, without touching the booking manually.
That’s vibe coding: practical systems, built quickly, that make your business run smoother.
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Five Vibe Coding Examples to Try Today
1. A Linktree-Style Guest Hub
One of the easiest ways to start vibe coding is by building a simple Linktree-style page for your guests.
With tools like Lovable or Claude Code, operators can build one in under an hour.
Unlike generic software platforms, a custom hub can be fully tailored to your brand and business goals.
A basic version includes:
- Review us on Google
- Review us on Tripadvisor
- Tip your guide
- Book another experience
- Follow us on Instagram
It can also include a simple backend login, so links can be updated anytime.
A custom guest hub can be expanded in powerful ways:
- Direct OTA guests to leave reviews on GetYourGuide, Viator etc.
- Send direct bookers and guests who were not the booker to Google Reviews.
- Track clicks to measure performance.
- Generate QR codes for guides to share or for on location marketing.
Starter prompt:
Build a Linktree-style guest hub web app for a tour operator.
The app should be mobile-first, clean, fast, and branded for a travel experiences company.
FRONT-END (Guest View)
Create a simple public landing page with:
- Company logo at the top
- Business name and short tagline (editable)
- A list of large button-style links for guests
Default buttons should include:
- Leave a Google Review
- Leave a Tripadvisor Review
- Tip Your Guide
- Book Another Experience
- Follow Us on Instagram
Each button should open the correct URL.
Add an optional section called “Explore Our Tours” where the operator can add links for:
- Rome Tours
- London Tours
- Barcelona Tours
- Paris Tours
Each destination should link to a tour page or booking link.
ADMIN PANEL (Operator View)
Create a secure admin dashboard with login.
Inside the admin panel, the operator should be able to:
- Update the business name and tagline
- Upload or change the logo
- Edit any existing link button URL
- Add new buttons (example: “Private Tours” or “Gift Cards”)
- Add or remove destinations/tours
- Reorder buttons easily
DESIGN REQUIREMENTS
- Modern, minimal Linktree-style layout
- Large touch-friendly buttons
- Optimized for mobile
- Simple brand colors (tourism-style: clean, premium, welcoming)
BONUS FEATURES (Optional)
If easy to include, add:
- Click tracking for each button
- QR code generator for the guest hub link
- A “Share” button for guides to send guests the page
The result should be a lightweight guest-facing link hub that tour operators can update anytime without needing a developer.
2. A Simple Expense Reporting App
Expense reporting matters, and if it’s not obvious internally, your accountant will make it obvious later.
Many tour companies process hundreds of receipts each week, especially with food tours and field-based guide teams. In many cases, receipts are still being collected through WhatsApp messages, Slack uploads, or manual spreadsheet tracking.
A simple vibe-coded expense app can automate the entire workflow. This app form might include:
- Location
- Guide name
- Date
- Tour type
- Number of guests (pax)
- Upload or take a photo
That’s it.
From there, the receipt and data can route automatically into Google Drive, Google Sheets, or CRM and finance systems. This can be handled inside Lovable, or through an automation layer like n8n.
If you want to take this further, you can add AI checks on top. For example:
- Cross-reference pax count against expected spend
- Detect unusual receipt amounts
- Alert finance managers automatically
Starter prompt:
Build a simple expense tracking web app for a tour operator.
The goal is to allow guides and staff to quickly submit tour expenses from their phone, including uploading a receipt photo.
This should be mobile-first, fast, and extremely easy to use in the field.
FRONT-END (Expense Submission Form)
Create a form with the following required fields:
- Location (dropdown or text)
- Guide Name (text or dropdown)
- Date (date picker)
- Tour Type (dropdown)
- Number of Guests (Pax) (number input)
- Expense Amount (€) (number input)
- Receipt Upload
- Notes (optional text field)
Example: Rome, London, Barcelona
Example: Food Tour, Walking Tour, Private Tour, Cooking Class
Allow the user to upload a photo OR take a photo directly on mobile
Accept JPG/PNG images
Example: “Market purchase for tastings”
Add a large “Submit Expense” button.
After submission, show a confirmation message:
“Expense submitted successfully.”
DATABASE + STORAGE
Store every expense entry in a database table with these fields:
- location
- guide_name
- date
- tour_type
- pax
- amount
- receipt_image_url
- notes
- timestamp_submitted
Store uploaded receipt images in file storage and link them to the expense record.
ADMIN DASHBOARD (Finance View)
Create a secure admin panel with login for managers.
Inside the admin dashboard, allow the operator to:
- View all submitted expenses in a table
- Filter by location, guide, tour type, or date range
- Click an entry to view the receipt photo
- Export expenses to CSV
- Mark expenses as “Reviewed” or “Approved”
BONUS FEATURES (Optional)
If easy to include, add:
- Automatic totals per week/month
- Alerts for unusually high expenses
- Integration-ready export for accountants
The final result should be a lightweight expense reporting system that replaces WhatsApp receipt collection and manual spreadsheets.
3. A Custom Digital Waiver System
Many operators still manage waivers manually: printed forms, PDF attachments and disorganized storage.
A custom waiver app can streamline the process:
- Guests sign digitally before arrival
- Waivers auto-save into Drive or CRM
- Forms link directly to booking IDs
- Operators reduce liability and admin
This is one of the most practical “small build, big impact” systems tour businesses can easily implement with vibe coding today.
A waiver app can also connect directly into the operator’s wider tech stack through simple automations or webhooks. Once a guest signs, the system can trigger confirmation emails, update the booking record in a CRM, notify guides, or even launch post-tour review and rebooking campaigns automatically. This turns a compliance requirement into a smart operational and marketing touchpoint that improves guest experience while reducing admin.
A waiver app can also become a valuable KYC (know your customer) touchpoint. By adding a few optional fields, such as dietary preferences, language, or travel interests, you can gather useful guest insights at the point of signing. Over time, this data can help shape more targeted marketing campaigns, improve personalization, and drive higher repeat bookings, turning a compliance step into a smarter customer relationship tool.
Starter prompt:
Build a simple digital waiver web app for a food tour operator.
The goal is to collect guest signatures online before the tour, store the waiver securely, and link it to the correct booking.
FRONT-END (Guest Waiver Page)
Create a clean, mobile-first waiver form with:
- Tour Name (default: “Food Tour Waiver”)
- Guest Full Name (required)
- Email Address (required)
- Booking Reference ID (required)
- Tour Date (required)
- Number of Guests in Party (pax) (optional)
WAIVER TEXT (Food Tour Specific)
Include the following waiver agreement:
“I understand that this experience involves walking through public areas and consuming food and drink. I confirm that I am responsible for informing the operator of any allergies, dietary restrictions, or medical conditions before participating. I acknowledge that participation is voluntary and may involve risks including slips, trips, food reactions, or other unforeseen incidents. I agree to release the tour operator, guides, and partners from liability for injury, illness, loss, or damages except where caused by gross negligence. I give permission for emergency medical treatment if required. I understand that photos or videos may be taken during the tour for marketing purposes, unless I request otherwise.”
SIGNATURE SECTION
Add:
- Digital signature box (draw with finger or mouse)
- Checkbox: “I agree to the waiver terms”
- Button: “Sign and Submit Waiver”
After submission, show:
“Thank you — your waiver has been successfully completed.”
DATABASE + STORAGE
Store each waiver submission in a database table with:
- guest_name
- booking_id
- tour_date
- pax
- signature_image
- timestamp
Generate a PDF copy of the signed waiver.
Automatically save the PDF into a folder such as:
Waivers → Food Tours → [Tour Date] → [Booking ID]
ADMIN DASHBOARD (Operator View)
Create a secure admin login where the operator can:
- View all submitted waivers
- Search by booking ID or guest name
- Download the signed PDF
- See which bookings are still missing waivers
BONUS (Optional)
Add webhook support so that when a waiver is signed, it can trigger an automation (email confirmation, CRM update, guide notification).
The final product should be a lightweight, professional waiver system that replaces printed forms and manual PDF storage.
4. Custom B2B Landing Pages for Partnerships
B2B partnerships remain one of the most underused growth channels in tours and activities. Travel agents, concierges and resellers want an easy way to book, but most operators only provide generic consumer checkout pages.
A custom B2B landing page solves this. These pages are:
- Branded for each partner
- Password-protected or non-indexed
- Embedded with booking widgets
- Configured with discounted rates
Agents can book seamlessly, and reservations flow directly into the operator’s system with correct availability allocation.
These landing pages don’t have to be limited to B2B partnerships. Operators can also build them for specific products, seasonal campaigns or targeted promotions; for example, a Valentine’s special, a summer food tour push or a new private experience launch. With vibe coding tools, these pages can be created, adjusted and deployed in hours, giving operators the flexibility to test offers and respond quickly to demand without waiting on developers.
5. Booking Admin Automation (Gmail + Sheets + Guide Notifications)
One of the most powerful vibe coding use cases is automating booking administration. Many operators still spend hours each week reading booking confirmation emails, sorting bookings by city and product, updating spreadsheets manually and messaging guides individually.
A simple automation can handle this instantly, for example, by:
- Reading incoming booking emails
- Detecting the tour type and city
- Applying the correct Gmail label
- Logging the booking into Google Sheets
- Notifying the assigned guide automatically
This is exactly the kind of workflow that saves operators time every single day, and it can be powered with Lovable cloud or connected to services such as n8n.
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Costs: What These Tools Actually Cost
Most vibe-coding platforms are inexpensive — typically $20–25 USD per month — and offer generous free tiers; the cost starts to increase with usage as with other AI based tools. Generally, compared to hiring an agency or developer, the cost barrier is minimal.
The table below outlines a comparison of pricing, primary use cases, and key strengths to help you decide which tool fits your needs.
| Platform | Cost/mo | Ease of Use | Best For | Key Strengths |
|---|---|---|---|---|
| Lovable | $25 | Very Easy | Customer-facing apps, landing pages, booking widgets | Visual builder—no code needed; Fast deployment & PWA export; Polished, professional UI; Perfect for guest-facing tools |
| Bolt.new | $25 | Very Easy | Front-end tools, visual apps with light customization | Similar to Lovable with more control; Good free tier available; Great for quick prototypes; Clean, modern interface |
| Replit | $20 | Moderate | Python scripts, automation workflows, data processing | Full coding environment with AI; Supports multiple languages; Good for experimenting & learning; Built-in collaboration tools |
| Base44 | $20 | Easy | Internal tools, dashboards, guide management | Purpose-built for operations tools; Good for team workflows; Focuses on business applications; Growing community |
| Claude Pro | $20 | Moderate | Automation scripts, data workflows, expense tracking | Powerful AI-guided coding; Terminal-based workflows; Excellent for ops automation; Great for Python & data |
| Claude Pro + IDE | $20 | Advanced | Full-stack projects, complex systems, scaling | Professional dev environment; Version control with Git; Maximum flexibility; Best for scaling & complexity |
Security: Building Responsibly
Vibe coding unlocks speed and flexibility, but it also comes with responsibility. Tour businesses handle sensitive data every day: names, emails, booking details, payments, and internal operational workflows.
Here are some key principles to keep in mind in order to ensure you’re building responsibly:
- Collect only the data actually needed
- Keep personal data off the front end when possible
- Never handle payment details directly
- Use trusted booking and payment platforms
- Password-protect internal tools
- Limit team access
- Be cautious uploading booking exports into AI systems
Moving fast is valuable, but customer trust depends on being responsible with your customers’ data.
Three Quick Vibe Coding Tips
Getting started with vibe coding is simple, but a few best practices can make the process smoother and help you get better results faster.
1. Use AI to refine your prompts
The quality of what you build often comes down to the quality of the prompt. If a prompt feels messy or unclear, ask ChatGPT to rewrite it in a cleaner, more structured way before pasting it into tools like Lovable or Claude Code. A clearer prompt usually produces a cleaner app on the first attempt. This will avoid the following:
- Technical Debt (AI Edition): Since the AI moves so fast, you can end up with 1,000 lines of code you don’t fully understand, making it hard to fix when the “vibe” eventually breaks.
- Vibe Drift: When the AI starts making weird styling or logic choices because the codebase has become too messy or contradictory.
- Hallucination Debugging: The specific pain of looking for a bug in code that looks perfect but refers to a library that doesn’t exist.
2. Use version control or rollback features
When building quickly, things can break just as quickly. Where possible, use platforms that allow you to roll back to earlier versions, or save working checkpoints as you go. Lovable is a great starting point because it makes it easy to iterate without losing progress.
3. Publish and test early
Don’t wait until a tool feels “perfect” before trying it in the real world. Publish simple versions early, test them internally, and improve step by step. Fixing small issues early is much easier than untangling complex workflows later once they’re deeply embedded in your operations.
Learn More About Vibe Coding with Arival
Vibe coding is one of the key topics Arival will be exploring at the upcoming Arival 360 events in Valencia and Brisbane, where operators and industry experts will go deeper into how modern tools, automation, and practical coding can be applied inside real tour businesses.
For many companies, the opportunity isn’t about building complex tech products, it’s about removing friction from everyday operations, freeing up time for sales and guest experience, and creating leaner systems that scale without adding headcount.
As the experience sector becomes more competitive, operators who invest in simple, practical automation will be better positioned to grow direct bookings, improve margins, and stay ahead of the operational curve.
About the Author
Oliver Green is a travel and tourism consultant, operator, and Arival speaker specialising in automation, AI, and scalable systems for tour companies. He helps operators increase direct revenue, reduce operational overhead, and modernise their tech stack.
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