AI for attractions is not AI for hotels

Visitor centres, tours and activity parks look like hotels from the outside. Inside, the business is different.

Dates, tickets, a WhatsApp number, a calendar that either fills or does not. So it is tempting to buy a hotel assistant and point it at your inbox.

The unit you sell is not a room night. The price is not on a shelf. The customer is often not the person who turns up. An assistant that does not know that will be confidently wrong about exactly the enquiries that make you your margin.

The quote comes before the booking

In a hotel, most conversations end in a booking. In an attraction, the valuable ones end in a quote.

Birthday parties, company days out, school trips and clubs do not have a price you can publish. It depends on headcount, which activities they want, the day of the week, whether you need a second guide, and whether food is involved. Nobody can answer that in one message.

So the assistant's first job is not to close. It is to collect the minimum a human needs in order to price the job: date and rough time, approximate headcount, what kind of group it is, which activities interest them, and a name and number. Then it sends the quote document and follows up once, the next morning.

One follow-up, not four over a week. A quote nobody chases competes with whoever did. A quote chased daily reads as desperate.

Two rules are worth writing down before you launch. The assistant never invents a per head price. And if the quote needs a decision from you, a discount or a guide on a day you do not normally open, the assistant says when the customer will hear back, and then you keep that promise.

Groups have a definition, and it is yours

A visitor centre with two branches defines a group as 20 or more people of the same kind: one company, one club, one school. Only groups get a custom price and access to exclusive activities.

The second half of that definition does the real work. A family of 12 is not a group. Twenty-two strangers who happen to book the same slot are not a group either. The group price buys a dedicated guide and a private slot, and giving it to twenty-two unrelated walk-ins discounts your busiest hour for nothing.

So write the number and the qualifier. Then write what happens to the near misses, because that is where a generic bot fails. What does a family of 12 get? What about 18 people from one company who would be a group if they found two more? Those are sales decisions, and your assistant should be making the one you would make.

Agents are a different customer

Tour operators and agents do not behave like consumers. They book for someone else, sometimes with the client's card, sometimes on account, sometimes against a voucher issued months earlier. They ask about allocation and release dates, and they are comparing you with the other stop on the same itinerary.

Two answers are both defensible. Some sites route any agent straight to a named person, because the relationship is worth more than the automation. Others let agents book directly, with a payment reminder and an automatic cancellation if payment does not arrive by a set date.

Choose based on how many agents you have. A handful of named partners deserve a person. A long tail of small operators costs more in staff time than it is worth, and usually prefers self service.

Then decide how the assistant recognises an agent: by a number you already know, by the vocabulary in the first message, or by asking.

Operations decide what to sell

Whether to open a public tour on a given day depends on how many are already booked, what the guide costs, and what else is running that day. In most sites, that is a manager checking the system three times a day and making a call.

That is a decision, not a fact, and it can be written down: the minimum headcount to run, the hour at which you decide, what happens to those already booked if it does not run, and the days you never open. Once it is written, the assistant can follow it.

Until it is written, the assistant should not guess. It takes the request, says when it will be confirmed, and passes it to the manager. A slot you sell and then cancel costs more than a slot sold an hour later.

The visit starts before arrival

Closed shoes. A separate ticket for the national park next door. Where a coach can park. What time to arrive relative to the slot. Whether they can bring food.

A short pre-visit checklist removes the argument at the gate. Time it to the audience: the day before for a family, a week before for a school, so the teacher can tell parents.

This matters more than hotel pre-arrival messaging. A hotel guest in the wrong shoes is mildly inconvenienced. A visitor in the wrong shoes cannot do the activity, and you are now choosing between a refund and a bad review.

What to ask a vendor

Can it quote, and not only book? Can it hold your definition of a group, in your words, including the near misses? Can it treat agents as a separate track? Can it follow a decision tree before selling a slot operations has not approved? Can it send a checklist tied to the activity booked, not just the date?

If you run more than one site, there is a separate decision about routing between them, which we cover in one assistant or many. If you operate in Israel, also read the five things global vendors miss.

Takeaway

If your business sells experiences, do not buy a hotel bot with the word "hotel" crossed out.