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U-GO — The Science of Instinct
✦ Research · Methodology

The Science
of Instinct

The academic foundation behind U-GO. How we built travel personas on psychology, and validated them against the science.

Our methodology
Most travel tools work on surface-level assumptions.
U-GO is built on behavioral science.

Why we read instinct

What people say they want and what actually pulls them are two different things. Independent research published in Scientific Reports (Nature) tracked travelers’ instinctive responses to destination imagery and found that those split-second reactions predicted their later preferences, capturing signals their stated answers left out.

That is the foundation U-GO is built on. We read your instinct, the part of you that responds before you can put it into words.

From literature to personas

Our research into travel personality and how people approach their travel style resulted in a model grounded in personality psychology and traveler behavior. We synthesized academic literature to define a series of distinct personas, each shaped by the specific emotions and values that drive how you explore the world.

Tested against the science

To ensure our personas reflect genuine personality profiles, we validated our model using the HEXACO personality framework. This is a globally recognized, psychometrically sound instrument used in advanced psychological research.

For each travel persona we identified in the literature, we formulated hypotheses about their dominant personality traits. These were mapped against the values and motivations from our initial research.

◆ The HEXACO framework

Six dimensions of personality

The HEXACO model measures six core dimensions that shape how we think, feel, and behave. Each one plays a role in how you travel.

H
Honesty
Humility
E
Emotionality
X
Extraversion
A
Agreeableness
C
Conscientiousness
O
Openness
to Experience

Quantitative confirmation

We conducted a quantitative study using the HEXACO-60 questionnaire. The results confirmed the strength of our model: our personas hold up against established personality science, with findings allowing us to further enrich and refine the profiles based on real-world data.

We validated our core personas against the HEXACO-60, then refined them into the finer profiles that capture the texture of how you travel.

Your result is more than a category. It is a profile grounded in rigorous research.

What this means for you

Your result is more than a label. It is grounded in rigorous research and validated against established psychological standards.

Your result reflects the genuine traits that shape your perspective as a traveler.

The same read works with your crew. Everyone swipes their own instinct, and U-GO blends those into one trip that fits the whole group, without averaging anyone into a bland middle. It builds the result around whoever is hardest to please, so nobody gets left behind.

Want to feel it for yourself? The original instinct test still runs, and reads your travel persona in about 60 seconds. Find your travel persona →

Irma Bollen
IB
Research
Conducted by Irma Bollen
Validated using the HEXACO-60 questionnaire

Curious where you belong?
Trust your instinct

The science is there. Now see what it reveals about you. 60 seconds, no signup, no questionnaire. Just a swipe through visuals that read your instinct.

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