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Your Golf Travel AI Trip Advisor

Golfers describe a trip in their own words and get resorts ranked on what similar groups actually booked, with the reasons shown.

A conversational advisor that turns Your Golf Travel's booking history into personal golf trip recommendations, then hands the quote to a human advisor. Built at the MACH AI Exchange, where MACH Alliance members work on a brand's live business problem.

What the agent does

Asks only for what is missing from a trip brief, ranks priced resorts on real booking behavior, and passes every price and booking to an advisor.

Built by
Fidget Labs, with Ocula and the Your Golf Travel team
Contributed by
MACH Alliance (Hub operator)
Industry
Travel & Leisure
Audience
B2C
01
The problem

Why this exists

Your Golf Travel sends 250,000 golfers a year to 3,500 destinations. Most of that buying still runs through the call center, because the website can only filter by country, nights, and rounds.

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Golfers don't shop that way. They describe a trip: somewhere warm in February, a group with mixed handicaps, a course an older player can walk. A filter can't answer that, and a generic chatbot will confidently invent the detail that sounds right.

02
Outcomes

What this demonstrates

  • Recommendations are based on what golf groups actually booked together, not on brochure copy.
  • Every suggestion shows why it was chosen and where the information came from, so customers and staff can trust it.
  • Courses the group's handicaps can't play are ruled out before they are shown.
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  • The AI never promises a price or availability. Every quote goes to a human advisor, so margin and accuracy stay with the business.
  • Guide prices come from Your Golf Travel's own published feed, covering 341 of its 347 most popular venues.

What you would add to ship it

  • Connecting quote requests to Your Golf Travel's lead desk.
  • Adding the full set of customer reviews. This build uses a sample.
03
How it works

Architecture

A golfer writes a trip brief in plain language. The agent fills in what it can and asks only for the gaps: where, when, and how many. A language model writes the replies; it does not choose the resorts.

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Choosing is done in code. Resorts are ranked on nine factors drawn from a travel knowledge graph of 2,442 courses, venues, and places across 27 countries, built from Your Golf Travel's own booking records. Because ranking happens before any text is written, the explanation can't be invented after the fact.

Each recommendation card carries its reasons and its source, a policy check reviews every answer, and the quote form hands the conversation to an advisor.

A golfer's plain-language brief goes to the trip advisor agent. The agent calls a travel knowledge graph built from Your Golf Travel's booking data and published prices. Ranking, eligibility, and policy checks are decided in code, which produces ranked resort cards with their reasons. A quote request then goes to a human advisor.

A golfer's plain-language brief goes to the trip advisor agent. The agent calls a travel knowledge graph built from Your Golf Travel's booking data and published prices. Ranking, eligibility, and policy checks are decided in code, which produces ranked resort cards with their reasons. A quote request then goes to a human advisor.
Tech stack
Claude Sonnet 5OculaGoogle BigQueryNext.jsVercel
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Resources

Next step

Request an intro

This one is the MACH Alliance’s own work. Ask about turning booking history into trip advice, and the people who built it will answer.

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Verification

Contributor submission

The detail on this page comes from the contributor's own account of their own work. The MACH Alliance reviews a submission before publishing it and does not independently verify the figures in it.

What this page does not establish

  • No conversion, lead or revenue result for Jack has been published.

Where this came from

Written from the build repository, its decision log, and the Your Golf Travel session deck from MACH X Amsterdam, September 29–30, 2026. The repository is private.

Status: Reference prototypeAdded Oct 15, 2026A listing is an editorial decision, not a MACH Alliance certification.

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