Destination affinity precision at top decile
Median lead time on a predicted booking window
Spend bands modelled per traveller
What you get
Intent signals
Scroll depth on a destination page, repeat visits to a date picker, abandoned fare searches, map interactions and returning search refinements all carry different weight. TravelSpy learns that weighting per brand instead of applying a generic rule.
Source intelligence
Where a visitor came from is one of the strongest predictors of what they will buy. TravelSpy classifies referral sources across news, editorial, social, community forums, comparison sites, creator content and paid placements, and learns the commercial value of each.
Network and location context
IP intelligence adds country, region, connection type, carrier, VPN detection and business-versus-residential signals. This sharpens currency, seasonality and departure-airport predictions without touching sensitive personal data.
Revenue modelling
Spend capacity is inferred from device class, geography, browsing basket, previous quote values and the tier of content a visitor engages with. The output is a band and a confidence, never a fabricated income figure.
Timing models
Booking-window models predict the day range in which a traveller is most likely to transact, so discounting and outreach land at the moment they change the outcome rather than a moment too early.
Explainability
Every score opens into an evidence panel: the signals that drove it, their contribution, and how the score has moved over time. Your team can challenge the model, and the model answers.
Questions teams ask
No. TravelSpy is built for a post-cookie world using first-party behaviour, server-side ingestion, consented identifiers and contextual signals.
Banding is probabilistic and always surfaced with confidence. Teams use it to prioritise and to price ranges, not to make individual financial claims.
Elsewhere in the platform
How TravelSpy works
TravelSpy watches how people research travel, resolves them to a durable profile, predicts the trip they are about to book, and then hands your team the package that closes it.
AI traveller profiles
A living model of every visitor that updates with each interaction and explains itself in plain language.
Journey orchestration
Complete end-to-end packaging of the traveller's trip, assembled automatically and priced to the predicted budget.
Integrations
TravelSpy plugs into the stack you already run: reservation systems, CRM, CDP, warehouse, contact centre and every major ad platform.
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.