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Fill departures earlier, discount less
TravelSpy identifies the travellers most likely to book a specific departure, then packages the whole trip around them before the late-discount window opens.
Booking conversion on modelled audiences
Measured against a randomised holdout
What this usually looks like today
- Departures that sit at sixty per cent load until a panic discount clears them.
- Brochure-led segments that no longer match how people actually research.
- Marketing spend pointed at destinations rather than at people.
- No reliable way to predict which traveller will pay full price.
What TravelSpy does about it
Departure-level demand forecasting
Every departure gets a live demand score built from on-site behaviour, search interest, event calendars and competitor fare movement, so you know at week four which trips need help.
Full-price traveller identification
Spend-band modelling separates the traveller who will buy the premium cabin from the one waiting for a discount, and routes each to a different offer.
Automatic trip packaging
Extensions, upgrades, transfers, single-supplement waivers and insurance are assembled per traveller instead of being offered as a static grid.
Discount discipline
Because demand is visible earlier, margin-destroying blanket discounts are replaced by targeted, time-boxed incentives to a small, high-propensity group.
“We stopped discounting entire departures and started nudging thirty people who were already ninety per cent there. Conversion went up by half and average booking value went with it.”Commercial DirectorEuropean adventure operator
A typical rollout
Most tour operators programmes follow the same shape.
Weeks 1–2
Tag deployed, core feeds connected, first modelled audience available for review.
Weeks 3–4
Segments validated against your own commercial knowledge and holdout groups defined.
Weeks 5–8
Orchestration switched on across site, lifecycle and paid media with guardrails in place.
Quarter 2 onward
Measured lift reviewed monthly, models retrained continuously, scope widened by market.
See what your traffic is actually worth
Book a 30-minute session. We will run your own traffic through the model and show you the segments, the predicted spend bands and the packages you are not selling yet.