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They have some airlines connected with NDC and APIs to self-serve changes, cancellations or refunds where available


You can connect with anything that supports MCP servers.

The content comes from Avolal.com , which uses Duffel for flight search and booking. So you'll get your flight securely booked immediately on payment.

BTW just added a way to explore prices recently. In chatgpt you also have a custom ui, which may come soon to Claude too thanks to their new ui standard


Mi primera tortilla haría vomitar a una cabra. Esta, dentro del estándar clásico, tiene buena pinta.


Let's see, if you put a whole jar of mayonnaise and you're good on water, maybe it'll escape.


I have 5.2 a try. Didn't like it. Really slow. Scary python operations. Not as verbose as opus/Claude. I was really surprised with Gemini 3 flash. Super effective when Claude models get stuck


Hey, thanks for the feedback! Will DM you for sure.

- I think the very top of your landing page needs to stop "selling" the features and simply allow the user to "do the thing" - if the user scrolls, then you can add the explainer regarding your approach to finding the best price with little upsell. The product is just so self explanatory and so high intent that I believe the best approach possible is for the user to just book their flight, super fast. Similar to TurboTax, imagine if you included a timer up top and said "bet you we can find your flights in less than 60 seconds" to drive urgency for the user and hopefully conversion

I will think about this. Now I'm not finding problems from home to search (besides some errors in the search or a few prompts I don't support). My main problem is moving users from search to checkout.

- Have you considered multi-stop optimization? (have some detailed ideas here)

Yes. I've been thinking about a few features related to multi-stop as I've detected some pains:

  1. Some users want to indicate where to stop/not to stop

  2. Flight booking engines usually recommend the route they want, not the best route. So I was thinking on letting the user pick where to stop, and even search and recommend better routes.

- Any sense of who your competitors are for AI enabled booking?

I haven't seen so much AI adoption to be honest. So far what I've seen:

- Support assistants

- Kayak does have AI filtering in the sidebar (filter using natural language instead of filters).

Then you can find sites like Mindtrip and Layla, that are travel planners.

Google Flights might have the most advanced AI features, but it's not the user main option. They released an interesting AI feature some months ago, but more focused on travel planning than flight search I'd say. However, you can't book directly with Google Flights.


I don’t have this in a public repo yet, but I can make it public if there’s interest. Happy to help anyone who wants to try it out or integrate it.

Regarding UCP: from what I’ve seen, it’s mainly designed for retail commerce and subscriptions. Travel is a very different beast. That said, I did explore UCP as an option.

Here’s the basic overview 👇

https://gist.github.com/midito/9591120874aaddc601c2e81bdb3aca57


Yeah, that tortilla looks amazing.