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  • [Kerwin At AI Travel Pulse] I Built 3 Applications Using AI. You Can Too

[Kerwin At AI Travel Pulse] I Built 3 Applications Using AI. You Can Too

In this issue, I talk about the power of learning this new tool.

In partnership with

Hi AI Traveler,

I hope you are well today.

After reading this week’s issue, hit reply and I’ll show you some of what I built :-). Read on…

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AI Travel Pulse – I Built 3 Apps in One Week

AI TRAVEL PULSE

AI in Travel — Practical. Personal. Weekly.

I Built 3 Travel Apps in One Week — Without a Developer

Hey there,

I want to talk to you today about something a little different. Not a big corporate AI announcement. Not another airline rolling out a chatbot. This one's about what I've been doing — quietly, in the background — and why I think it matters for you too.

I built three applications in one week. Tools I had been planning for years. Ideas that never got off the ground because the resources — the developers, the time, the money — were never quite there. And then, in one week, they exist. They're live. People are using them.

That's what we're talking about today.


Big Story

I Just Had a Conversation — and Three Apps Appeared

Here's how it actually worked: I sat down with Claude — Anthropic's AI — and I just talked to it. I told it what I wanted. I described the tool. What it should do. Who it's for. How it should feel. And Claude built it. Now, my background is programming, and I used to write requirements for an e-commerce website, like an airline booking engine :-). But I didn't have to write the code. Claude did.

Not a rough mockup. Not a wireframe. An actual, working application.

Now — I didn't just hit "publish" and walk away. I reviewed everything. I tested it. I made sure the logic was right, that it did what I said it would do, and that it was ready for my users. That part is on you as the human in the room. But the heavy lifting? The coding, the structure, the logic? Done.

Three apps. One week. Resources that would have cost me a fortune and months of back-and-forth with a developer — gone.

Why I'm Telling You This

Because I know some of you are still skeptical about AI. And I get it — I really do. There's a legitimate conversation happening in this industry about content scraping, about travel sites seeing their traffic drained by AI-generated answers, about who owns what on the Internet.

But I want to offer you a different frame for a moment.

Think about the encyclopedia you had growing up. The library you went to for a school project. You'd walk in, pull books off the shelf, read what experts and institutions had written, and use that information to build something — a report, an argument, an idea. You'd cite your sources if appropriate. That was just research.

The internet has always worked the same way. Trusted websites publish information. People find it, learn from it, and build on it. AI tools are trained on that same publicly available knowledge — and when you use them to create something, you're still on the hook for the output. You review it. You verify it. You put your name on it.

That's how knowledge has always typically worked.

What This Means for the Travel Industry

The barrier between "I have an idea" and "this exists and people can use it" just collapsed. That's huge for travel. Think about tourism boards that want a custom itinerary builder but don't have the dev budget. Travel advisors who want a trip planning tool for clients. Content Creators who have ideas for interactive experiences but no technical background.

You don't need a developer anymore to test an idea. You need to be able to describe it clearly — and be willing to review what comes back. Now you may actually need a developer as the AI can't code everything and you may not have time anyways :-).

That's the skill now. Not coding. Communicating.

The practical takeaway: If you've had an idea sitting in a notebook or an idea black book like I have :-) — a tool, a resource, a calculator, a quiz, a booking flow — spend 30 minutes describing it to Claude. Just talk to it like you'd explain it to a smart colleague. See what comes back. It's work though :-). You might surprise yourself.


Quick Hits

AI in Travel This Week

Agentic AI is coming for booking. If you missed it, Expedia's most recent annual filing flagged agentic AI — AI that can act on your behalf without you clicking a thing — as a genuine business risk. That tells you two things: the big players are taking this seriously, and the window to understand and adapt is shorter than it feels.

AI tool adoption is happening quietly. Based on conversations I've had at industry events, a meaningful number of travel professionals are already using AI tools in their daily workflow — just not talking about it publicly or getting formal sign-off. Sound familiar? You're not alone if you're experimenting under the radar.

The content scraping debate isn't going away. Neither is the tool. The smarter move is to understand both sides — and figure out how to position your content and your brand in a world where AI is part of how travelers research and book.


Creator Corner

For Travel Bloggers, Creators & Influencers

If you create travel content and you've been sitting on an idea for a resource — a destination guide your audience could interact with, a packing list generator, a "what kind of traveler are you" quiz — this is your sign to actually build it.

The process is simpler than you think: describe it in plain language, let the AI build a first version, review it carefully, edit what's off, publish it. That's it. The technical part is no longer the bottleneck. Your idea and your eye for quality are the differentiators now.

Tools like Claude aren't replacing your voice or your expertise. They're just finally getting out of the way.


DMO Corner

For Tourism Boards & Destination Marketers

Here's a question worth sitting with: What tools do your visitors actually wish existed on your website? A custom itinerary builder? A neighborhood matchmaker? A seasonal event finder that actually works?

For most DMOs, those ideas have lived in a slide deck somewhere for years — waiting on budget approval, a developer, a full project plan. The calculus on that has changed. You can now prototype something real in days, test it with actual visitors, and decide whether to invest further — before committing to a full build.

That changes how you should be thinking about your digital visitor experience in 2026 and beyond.


Work With Me

Have an Idea That's Been Sitting Too Long?

I work with tourism boards, travel brands, hotels, and content creators to figure out exactly what AI tools make sense for their business — and how to actually get them built and deployed. Strategy, tool selection, content roadmaps, and hands-on help.

My consulting rate is $597/hour. Straightforward. No packages, no upsells — just focused, actionable work.

Let's Talk

That's a wrap for today. The tools are real. The results are real. The only thing left is deciding you're going to try.

Until next time,
AI Travel Pulse

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Kerwin
Founder, AI Travel Pulse

P.S. Don't forget to check out your welcome gift if you haven't already: A Guide to Popular AI Tools