Building Products with AI Travel Intelligence
The idea would be to show how anyone can build their own AI-powered travel revenue agent by combining travel intelligence, content, referrals, and affiliate opportunities from platforms such as Viator and GetYourGuide. From hotels, to travel agencies.
Rather than just talking about AI, we would actually explore how to create an agent that understands what travelers are looking for, recommends relevant experiences and activities, identifies monetization opportunities, and turns travel intent into recurring referral revenue.
Essentially: build your own AI travel agent that doesn’t just answer questions, it generates revenue.
What we'll actually build, together, in the room
One live page that turns a travel question into affiliate revenue, and the weekly loop that grows it.
1 · Pick the intent that pays: Not keywords by volume, by commission per visitor. Real data from 116 live travel domains: one site earns 0,14 USD per visitor with 24.000 visitors, another earns 4,23 with 66. Traffic and money are not in the same place.
2 · The agent reads the catalogue: Pull live inventory from an experiences API and rank it. The finding that decides everything: feature a product with 1.300+ reviews and you convert above 2,6%, below 600 reviews, under 1,1%. Several sites were featuring a 45-review product while holding a 4.855-review one in the same file.
3 · Publish and measure: Live URL in minutes, correct affiliate attribution, cookie-free. One trap that cost us 59 sites: the attribution tag is not derived from the domain.
4 · The loop: What the agent checks weekly, in order: impressions move first, then clicks, then revenue. Plus a watchdog that reports when all is well, because one that only speaks on failure looks the same as a dead one.
No paid ads. Affiliate terms prohibit it. We'll cover why organic intent wins anyway.
Numbers strictly limited to 15 max for maximum collaboration
Part of the Claude Community House series in Barcelona.
Hosted by Bradley Lauretti of This Frontier Needs Heroes
Bring a laptop and a live piece of work. No technical experience needed.