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Psychology Says People Who Refuse to Use "Bot Booking Agents" Are Usually Dealing With a Deep-Seated Trust Issue Rooted in a Past Where "The Machine" Always Seemed to Fail Them When It Mattered

Anna Lena Kuhn

Anna Lena Kuhn

April 30, 2026 · 12 min read

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Psychology Says People Who Refuse to Use "Bot Booking Agents" Are Usually Dealing With a Deep-Seated Trust Issue Rooted in a Past Where "The Machine" Always Seemed to Fail Them When It Mattered
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The cursor blinks.

You stare at it.

The bot is waiting. You are not ready.

Something tightens in your chest – not anxiety exactly, not quite logic. Something older. Something that remembers the time the system crashed and your ticket disappeared into the digital ether at 11:47 PM on a Tuesday before the most important trip of your life.

Here’s the thing about modern travel: it has become an identity event. Who you are is partly defined by how you move – and who you trust to move you. The gap between the traveler you present to the world, passport in hand, and the traveler white-knuckling a mouse over a “Confirm Booking” button is enormous. It is the gap between the curated self and the frightened self.

1. The Original Wound

1. The Original Wound (Image Credits: Pexels)
1. The Original Wound (Image Credits: Pexels)

Every refusal has a root.

It doesn’t arrive as a philosophical stance. It arrives as a feeling – a cold, specific feeling that lives somewhere between the stomach and the sternum.

A central assumption of the Three Stages of Trust framework in psychology is that individual differences in trust are, to some degree, based on personality differences and the technology-related learning history of users.

That word. History.

It is not abstract. It is personal. It is the e-ticket that never sent. The confirmation email lost in a spam folder while a gate closed. The chatbot that looped you into an endless menu spiral while your flight boarded without you.

The machine failed you. And the nervous system logged it.

Psychologists call this a learned distrust – a rational response built from irrational memory. The mind doesn’t distinguish between “that specific 2019 booking portal” and “all digital booking agents forever.” It just knows: the machine hurt me here. So it shuts the door.

That door is still shut. And now a bot wants to book your flights.

2. The Anxiety Architecture

Distrust of automation is not simply stubbornness. It is architecture.

It is built, floor by floor, from every failure that mattered.

Anxiety might lead to an overrepresentation of potential risks in the assessment of automated systems, thereby reducing trust in those systems. The nervous system is not a balance sheet. It does not weigh every positive booking experience against the one catastrophic failure. It weight-averages toward the disaster. Every time.

This is not irrationality. This is survival logic.

The brain doesn’t protect you from inconvenience. It protects you from repeat catastrophe. And when a bot booking agent asks for your credit card details, your itinerary preferences, and your travel dates – essentially, the full skeleton of a trip you’ve been anticipating for months – the brain does the only thing it knows how to do.

It says: I’ve seen this before. I know how this ends.

The experience of anxiety in the face of a new system might be misattributed to a judgment of restricted trustworthiness of the system – and in the interaction with new and potentially risky technology, increasing levels of anxiety might progressively prevent rational choice.

The architecture, once built, becomes load-bearing.

3. The Control Imperative

Here is something nobody says out loud at the airport: travel is, at its core, an act of surrendering control.

You surrender to the schedule. To the weather. To the airline. To the customs officer who doesn’t smile.

For people who have been burned by automated systems, the manual booking process – the painstaking, tab-heavy, comparison-site odyssey – is not inefficiency. It is control. It is the one variable in an uncontrollable sequence that they can own completely.

The research field of trust in automated systems is rooted in the observation that people do not use automation appropriately. Inappropriate use can be reflected in too much trust – leading to misuse – or too little trust, leading to disuse of a system.

Disuse is not laziness. Disuse is a declaration.

When a traveler insists on typing in their own flight details, cross-referencing three separate booking windows, and calling the airline to confirm – they are not being difficult. They are exercising the only sovereignty available to them in a system designed to reduce them to a transaction.

The bot threatens that sovereignty. So the bot gets refused.

4. The Identity Stake

We don’t often talk about the identity cost of trusting a machine.

But it is real, and it is significant.

To hand your travel plans to a bot booking agent is, on some level, to admit that you are replaceable in your own itinerary. That the choices which define a trip – the window seat, the specific hotel floor, the layover city chosen because you once read something beautiful about it – can be computed.

The appeal of doing it yourself partly reflects a “do it yourself culture, feeling the ownership and pride of building something yourself.”

That pride is not trivial. It is identity adhesive.

The traveler who books their own trip is the author of their own journey. The traveler who delegates to a bot is, psychologically, a passenger in their own story. For someone whose sense of self is already tangled up in how they move through the world, that distinction is not minor.

It is the whole thing.

5. The Ghost in the Machine (A Personal Note)

I want to stop here for a moment.

Because I know this feeling from the inside.

There was a trip – a significant one, years ago – where an automated rebooking system “helpfully” rerouted me through a city I had never heard of, departing four hours earlier than my original flight, without notification. I discovered it the morning of. Standing in a kitchen. Coffee going cold. Staring at an e-mail that had arrived at 2:14 AM from an address that ended in “no-reply.”

No-reply. The machine’s way of saying: I’ve made a decision about your life. Discussion over.

I made it. Barely. But I never forgot the feeling – the specific helplessness of realizing that somewhere, an algorithm had quietly rewritten my day without asking.

That is the ghost that lives in the machine for so many reluctant travelers. Not a fear of technology, exactly. A fear of being managed by something that cannot be reasoned with.

The lack of clear consumer protection and accountability standards for AI mistakes in travel bookings is a major barrier to wider adoption. The ghost is rational. The ghost has receipts.

6. The Personality Blueprint

Not everyone resists bot booking agents for the same reason.

The resistance has texture. It has a fingerprint.

As generative AI technologies become increasingly integrated into the travel industry, the barriers tourists face in adopting them have become a critical area of focus. Drawing on innovation resistance theory and Big Five personality traits, research reveals that variations in personality traits significantly affect tourists’ reluctance to adopt AI-generated travel recommendations.

People high in conscientiousness want the details verified by a human mind. People high in neuroticism feel the stakes too sharply to gamble on an algorithm. People low in agreeableness – the quietly stubborn ones – resist on principle. They resist because someone told them this was the future, and they’ve decided, quietly, that it isn’t their future.

None of these are pathologies. They are profiles.

They are the shape of a person’s relationship with uncertainty – and with machines that promise to resolve uncertainty while quietly introducing new kinds of it.

7. The Data Doesn’t Lie (But It Doesn’t Comfort Either)

The numbers are worth sitting with.

A report by Booking.com on consumer attitudes towards AI in everyday life and travel found that 91% of respondents continue to have concerns about AI, with only 35% fully trusting its outputs.

Ninety-one percent.

That is not a fringe position. That is the room. That is almost everyone standing at the same psychological threshold, hand on the door handle, not quite turning it.

Consumer trust is lagging far behind industry enthusiasm. While business travel is embracing agentic AI due to established corporate protections, leisure travelers remain skeptical, with only 2% willing to let AI book on their behalf.

Two percent.

The industry is sprinting. The traveler is standing still. And the distance between those two things is not a technology gap. It is a trust wound that hasn’t healed yet – and possibly a wound the industry created itself.

8. The Accountability Void

At the center of every bot-booking refusal is a single, unanswered question.

If this goes wrong – who do I call?

This is not a small question. This is the question. It is the load-bearing wall of the entire resistance structure.

The absence of clear accountability and consumer protection frameworks for AI-driven bookings presents a significant hurdle to mainstream adoption, prompting companies to pair AI with human support or market human-led services as a differentiator.

Human beings are wired for accountability chains. We need to know that somewhere, behind the confirmation email and the dynamic pricing algorithm, there is a person who can be held responsible. A name. A face. Someone who will pick up the phone.

The bot offers no such assurance.

And when prior research reveals that negative emotions like anxiety and discomfort tend to have a disproportionately strong negative impact on trust, while positive emotions like confidence had a weaker, slower-building positive effect, the math becomes painfully clear. One catastrophic bot failure – one vanished reservation, one wrong airport, one phantom hotel – does more psychological damage than a hundred smooth transactions can repair.

The accountability void is also the trust void. They are the same room.

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9. The Human Anchor

What people say when they refuse bot booking agents: “I just prefer to do it myself.”

What they mean: “I need to know there’s a human in the loop.”

The data supports this quiet need. A hybrid approach appears to be the preferred model, with 43% of travelers favoring a mix of AI for efficiency and the option to escalate to a human agent if necessary.

They don’t want to reject the machine entirely. They want a safety rope.

They want to know that the bot has a supervisor. That somewhere in the system there is a person who can override the algorithm when the algorithm does what algorithms eventually do – optimizes for the wrong variable at the worst possible moment.

Even the most advanced algorithms can’t fully replicate the wisdom, intuition, and attention to detail that a professional travel advisor provides.

This isn’t nostalgia. This isn’t technophobia. This is a completely reasonable psychological demand: that the thing managing the most vulnerable moments of your travel experience – the missed connection, the overbooked hotel, the passport crisis – has the capacity to actually understand what is at stake.

A bot does not understand what is at stake. It processes inputs. It returns outputs.

That is the gap. And it is profound.

10. The Trust That Has to Be Earned Back

Here is the hardest truth in this whole conversation.

Trust, once broken by a machine, does not heal the way trust broken by a person heals.

With a person, you can have the argument. You can demand the apology. You can watch them change. With a machine, there is no argument. There is only the next version, the updated algorithm, the redesigned interface – and the silent expectation that you will simply trust again because the product is shinier now.

Trust in automation has been found to be an essential psychological basis for appropriate interaction with automated systems. But that basis cannot be assumed. It cannot be programmed in. It has to be constructed, carefully, from consistent experience – and even then, it remains fragile.

Consumer wariness may be harder to shake than daily users of the technology expect, given how quickly trust erodes.

The industry keeps building the tools. The traveler keeps not using them. And between those two facts is an entire psychological biography – years of small failures compounding into a wall that no amount of “Powered by AI” branding will easily dismantle.

The machine needs to earn it. Not claim it. Not assume it. Earn it.

That is a different kind of engineering problem than the industry is currently solving for.


There is something quietly dignified about the traveler who refuses to hand their journey to an algorithm. Something that deserves more than condescension from tech evangelists. They are not afraid of the future. They are carrying the weight of a specific past – and they have decided, reasonably, that the past is worth remembering.

The bot does not remember. That is, perhaps, its greatest flaw. Every transaction begins fresh for the machine. No scar tissue. No context. No comprehension that this trip – this particular arrangement of departure times and seat selections and hotel floors – represents something that cannot be recovered if it unravels. The machine books a journey. The human lives one.

And somewhere between those two facts – between the algorithm’s clean confidence and the traveler’s quiet resistance – there is a question worth sitting with long after the laptop closes and the departure gate empties out: not whether you trust the machine, but what it means that you don’t, and whether the ache of that distrust is trying to tell you something true about yourself that no itinerary, human or otherwise, can book its way around.

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Anna Lena Kuhn

Anna Lena Kuhn

Lena has been to over 30 countries and loves sharing her experiences with the world.

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