Multilingual guests, one wrong answer: the AI trap for tourism

The message arrives while you are out

A property agent opens an email between viewings. A prospective buyer is asking about location, availability and an appointment, but the message is in English. At an excursions office, the question is different: a family wants to know whether they can follow a tour when the guide speaks Spanish. In both cases, the first reply can determine whether the conversation goes any further.

The visitor numbers explain the pressure, but they do not tell you what any one business will earn. At the end of 2025, the Balearic Islands had a population of 1.25 million. Over the same period, they counted 15.7 million international tourists. The UK, France and Germany are among Spain’s main source markets. For many businesses, one language is not enough to handle guest enquiries.

When the same questions keep coming in during the season, time slips away from viewings, tour planning and personal advice. An unanswered message could also be from someone who has since gone elsewhere for information. So which replies really need to go out straight away, and which need a person to look at them first?

Speed cannot answer every question

A quick reply sounds good until it gives someone the wrong information. A prepared answer may be enough for a question about a meeting point or start time. A specific property requirement or a change caused by the weather calls for details that a standard message may not cover.

AI can make recurring information available in several languages or prepare a draft reply. Larger travel companies are testing similar approaches. Airbnb says its support chatbot handles 40 per cent of enquiries. That figure describes a large company. It is not a target a small office in Mallorca can expect to reach.

For smaller businesses, a more useful question is: which conversations regularly take your team away from its core work? If AI provides the first draft, the decision stays with you. Without clear responsibilities, though, checking those drafts becomes another task on an already full desk.

Property enquiries and tours need different answers

A multilingual enquiry does not always mean the same kind of work. In property, the effort often starts before the first contact: finding suitable listings, spotting duplicates, tracking price changes and checking how each property matches the search profiles of your buyers.

AI can help bring together information from selected property sources and draft an opening message in the recipient’s language. For an estate agency, that mainly means a clearer view of possible opportunities. Any assessment should show the reasoning behind it, such as the price per square metre compared with the municipal average or a reduction in price. If information is missing, the system should not quietly fill in the gaps.

For a guided walk or boat trip, the sticking point is often on the day. The guide is explaining something while guests from different countries try to follow along. Live translation can let participants hear and read the explanation on their smartphones. It can make the tour easier to follow, but it cannot replace a guide’s experience in noticing whether the group is keeping up.

The risk comes after the translation

A misunderstood meeting point is frustrating. A misunderstood safety instruction can have more serious consequences. AI translations can contain errors. Guides should therefore repeat important safety information themselves and let guests know when they are listening to an AI translation.

How the data is handled is part of the decision too. With live translation, the guide’s audio is sent to an AI provider. Providers should explain how consent works. With the solution described here, guests need neither an account nor a name. Check these details against the specific service you plan to use.

For property enquiries, the boundary is different: an automated draft must not turn into an unchecked message. As one example, EstatePulse requires a legal basis for contact to be recorded and excludes people who have objected. For your business, that means setting out how contacts and drafts will be checked before the first message is prepared automatically.

What this means for your business

The first step does not need to be a major AI project. For a week, collect the questions you receive most often in English, German, French or Spanish. Note which ones need a straightforward answer and which require you to check availability, price or someone’s individual circumstances.

Then choose a tightly defined process where you can see both the benefits and the risks. It could be a draft for recurring email replies or a trial tour with live translation. Agree as a team who checks the text and who takes over when something is unclear.

Test the process with real questions from your work, not just a pre-written example. Check whether the answer is clear, whether specialist terms are accurate and whether your team is genuinely facing fewer interruptions. Also record which information must never be sent without a human check.

For a small office, a clearly defined trial managed by one person may be enough. A larger operator with several guides or locations will also need shared templates and rules, so guests do not get different answers depending on the shift. Otherwise, the number of possible replies grows faster than the clarity about who is responsible for them.

• Collect frequent questions and flag sensitive cases.
• Start with a process where a person can check drafts.
• Tell staff what AI will handle and what remains their responsibility.
• Check data transfers, consent and the possibility of errors before using the system.

By Monday, no one should be guessing who replies

Picture next Monday. An enquiry in French is no longer left unread between viewings. Your team sees a draft, spots the unanswered question about price and knows who needs to check it. The guide can lead the tour in their own language while guests follow the translation on their devices. This is not a shortcut at every stage. It is a well-managed handover between routine work and human judgement.

That takes more than a tool. Staff need to know how to correct translations and when to stop a reply. Managers should talk about the rollout as a change to the work, not as a test of who a machine might replace. The people who speak to guests every day know the exceptions a standard message leaves out.

One possible option is Klarframe’s Live Translator, which provides live translation for guided tours. The Mallorca Excursion Suite adds management tools for excursions and guides. EstatePulse is designed to monitor property listings and prepare multilingual contact drafts. The boundary is yours to set: which replies can be generated automatically, and when should a person listen first?

Frequently asked questions

Related solutions

• Mallorca Excursion Suite →

  The guide speaks into a smartphone, and participants hear the translation live and read subtitles in their language. Operators manage excursions, guides and package usage in their own customer portal. It is based on the Klarframe Live Translator.

• EstatePulse →

  EstatePulse watches your property market around the clock, merges duplicate listings and scores every opportunity transparently. The AI drafts the first message to the agent or owner in the recipient's language.

• Live Translator →

  Spoken content is translated live into the chosen language for conversations, tours and events.

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