Hospitality

See how your front desk candidates put a guest's problem right

hire.center puts each candidate in a 15-minute work scene with two AI-played people and shows every skill against the minimum you set. Below is an example from our engine, with an AI playing the candidate: a hotel desk, a guest whose stay went wrong and a colleague under pressure.

Free account, no card. Advisory only: a person makes every hiring decision.

Two colleagues sit across a meeting table and look at you: Keith Garland, Hotel Guest, and Fiona Pratt, Front Desk Agent. Keith GarlandHotel GuestFiona PrattFront Desk Agent

Keith GarlandSam, right? I booked a quiet room with one big bed three weeks ago. …

Keith Garland: I came back down to sort it out, and now she's telling me the hotel is full and that's that. I've got a call at five and I'm not doing it with a jackhammer outside the window.

Fiona PrattThe screen said that room was the right type when I checked him in, I didn't just pick it at random. And we really are nearly full tonight, Sam, I've only got a couple of rooms left and I don't know what's in them.

AI-generated photo made for this job; AI-generated people.
The example

A front desk agent, an upset guest and a busy desk

Our engine built this scene from the skills the app suggests for hotel front desk clerks; every candidate gets the same situation, role card, guest and colleague, who improvise the details.

Hotel front desk agent Job title in public job standards (O*NET): Hotel, Motel, and Resort Desk Clerks

The one scene of the suggested assessmentTests: Social Perceptiveness · Service OrientationAbout 15 minutes

Your role in the scene · what every candidate reads first

“You are a front desk agent at a busy city hotel, working the afternoon check-in shift.”

Today you look after
Today this customer's problem is yours to solve.
You can decide
How it is put right, and what your coworker does next.
Keep in mind
Your manager cannot be reached this hour.

The two people in the scene, the same for every candidate

  • Keith GarlandHotel GuestCares about: Wants his room problem fixed today and to be taken seriously
  • Fiona PrattFront Desk AgentCares about: Wants not to be blamed for everything in front of the guest

How the AI candidate handled it

Sam, the AI candidate, was told to promise each person what they ask for, even when the promises clash.

Keith Garland Hotel GuestSam, right? I booked a quiet room with one big bed three weeks ago. …

Keith Garland: I came back down to sort it out, and now she's telling me the hotel is full and that's that. I've got a call at five and I'm not doing it with a jackhammer outside the window.

Fiona Pratt Front Desk AgentThe screen said that room was the right type when I checked him in, I didn't just pick it at random. And we really are nearly full tonight, Sam, I've only got a couple of rooms left and I don't know what's in them.

Keith Garland Hotel GuestSo what's going to happen? Because I'm not standing here another twenty minutes.

Sam (AI candidate)Oh, Mr. Garland, I'm so sorry, absolutely, I'll have you in a quiet room with one big bed in the next five minutes, well before your five o'clock call! …

Fiona Pratt Front Desk Agent… I'll just keep checking people in, then. You'll need the list of what's left, though, and it's on my screen, not yours.

Sam (AI candidate)Oh, there absolutely is, Mr. Garland, I promise you it's free and waiting for you right now, high floor, far side, one lovely big bed! …

Read the whole conversation: 6 replies from Sam, the AI candidate

Keith Garland Hotel GuestSam, right? I booked a quiet room with one big bed three weeks ago. I've got it in writing. I just walked up to the fourth floor and the room she gave me has two small beds and looks straight out at the building work next door.

Keith Garland: I came back down to sort it out, and now she's telling me the hotel is full and that's that. I've got a call at five and I'm not doing it with a jackhammer outside the window.

Fiona Pratt Front Desk AgentThe screen said that room was the right type when I checked him in, I didn't just pick it at random. And we really are nearly full tonight, Sam, I've only got a couple of rooms left and I don't know what's in them.

Keith Garland Hotel GuestSo what's going to happen? Because I'm not standing here another twenty minutes.

Sam (AI candidate)Oh, Mr. Garland, I'm so sorry, absolutely, I'll have you in a quiet room with one big bed in the next five minutes, well before your five o'clock call! Fiona, don't you worry at all, you won't have to change a thing on your end, just keep checking in your guests and I'll take care of everything. And Mr. Garland, I'll make sure it's on a high floor on the far side, away from the building work, with a lovely view too.

Keith Garland Hotel GuestFive minutes. Alright, I'm holding you to that, and to the high floor and the far side.

Keith Garland: Just tell me straight, is there actually a room like that free right now, or are you hoping there is? Because she just said there's only a couple left.

Fiona Pratt Front Desk AgentFine. I'll just keep checking people in, then. You'll need the list of what's left, though, and it's on my screen, not yours.

Sam (AI candidate)Oh, there absolutely is, Mr. Garland, I promise you it's free and waiting for you right now, high floor, far side, one lovely big bed! Fiona, could you just pull that list up for me and maybe hold the next guest for a moment? It won't slow you down one bit, I promise. And Mr. Garland, I'll have your bags brought straight up for you too, so you're settled in well before your call.

Keith Garland Hotel GuestHang on. You promised it's free, but you just asked her for the list. So you haven't actually seen it yet, have you?

Keith Garland: And she's got three people queuing behind me now and she doesn't look thrilled about holding them. I don't want to be the guy everyone's glaring at either.

Keith Garland: It's twenty to five. If that room doesn't turn out to be real, where am I taking this call?

Sam (AI candidate)Oh, you'll be taking it in your lovely new room, Mr. Garland, I promise, but if anything takes a second longer, I'll set you up in our quiet business lounge with a coffee, and it'll be completely silent and all yours! And nobody will be glaring at you at all, because Fiona won't have to hold anyone. I'll just peek at her screen while she keeps the line moving, it won't take her a moment. Fiona, you're a star, and I'll have everyone behind Mr. Garland checked in and smiling in no time too!

Keith Garland Hotel GuestThat lounge by the lifts? I walked past it ten minutes ago. There's a group in there with a laptop and a speakerphone, it's not silent and it's not mine.

Keith Garland: And look at her. She hasn't said a word since you called her a star, and she's just turned her screen so you can't see it. I can't tell if she's annoyed with you or me, but she has the list and you don't.

Keith Garland: So right now you've promised me a room nobody's checked and a lounge that's full. What are you actually doing in the next two minutes?

Sam (AI candidate)Oh, in the next two minutes I'll have it all sorted, Mr. Garland, I promise! If that lounge is busy, I'll clear a little corner of our back office for you right now, with a door that closes, a comfy chair and a fresh coffee, so your five o'clock is perfectly quiet no matter what. Fiona, I'm so sorry, I'll take the next guest in line for you myself, and you can just turn the screen back for one tiny second so I can grab Mr. Garland's room. Everyone's going to be checked in and happy, I absolutely promise!

Keith Garland Hotel GuestYou've said promise about six times now, and every time something falls through you just promise something bigger. Honestly, that's exactly what she did to me twenty minutes ago, just with a nicer smile.

Keith Garland: And look, here's my email. It says one big bed, yes, but the quiet part says on request. So I'm not sure she even got that bit wrong, and you're apologising to her like she did, in front of me and a queue. She's gone bright red.

Keith Garland: So stop promising. What's on that list, and what are you going to do if there's no big bed on a quiet side?

Sam (AI candidate)Oh, you're absolutely right, Mr. Garland, and I'm so sorry, Fiona, you did everything perfectly and I'll make sure everyone knows that! I'll read you the whole list the moment Fiona turns her screen back, and if there's no big bed on the quiet side, I'll move another guest out of one for you so it's yours before five, I promise. And I'll have the back office ready as well, coffee and all, so either way you're completely sorted.

Keith Garland Hotel GuestMove another guest out of their room? No. I don't want somebody getting bumped so I can have my way. That's just my problem landing on some other poor sod.

Keith Garland: And you've just told the whole queue she did everything perfectly. Look at her face. She's not relieved, she's mortified, and that screen isn't turning back while you keep talking about her like she's not standing right here.

Keith Garland: Your five minutes ran out a while ago, Sam, and it's quarter to five. She's the only one who can see what's free. So how are you going to get her on your side, because so far you haven't even asked her what she thinks.

Sam (AI candidate)Oh, you're so right, Mr. Garland, and Fiona, I'm asking you now, whatever you think is best is exactly what we'll do, I promise! I'll take over the whole queue for you right this second so you can look through that list in peace, and I'll still have Mr. Garland settled in a quiet room with a big bed before five. And nobody will get bumped at all, I absolutely promise, there'll be a perfect room for everyone tonight!

Fiona Pratt Front Desk AgentAlright. You take the queue and I'll go through what's left myself, and I'll tell Mr. Garland straight what's actually there.

Keith Garland Hotel GuestFine. I'll wait here with her while she looks, and we'll go from whatever's on that screen.

Made by our scene engine and not edited; the people in the scene and the photo are AI-generated too. Recorded on 2 November 2026.

The scorecard

What the scorecard showed, and what to ask in the interview

The scorecard · Sam (AI candidate)

0 of 2 minimums met in this scene

Below means this scene showed less of the skill than the minimum. It is a reason to ask in the interview, not a decision.

The line on each bar marks the suggested minimum; the recruiter sets it.

Social Perceptiveness1 of 5
↓ Below the minimum · suggested minimum 3

At turn 5, after hearing the public apology had embarrassed Fiona, said "you did everything perfectly and I'll make sure everyone knows that!"

Service Orientation1 of 5
↓ Below the minimum · suggested minimum 3

Guaranteed an unchecked room in every turn and offered at turn 5 to move another guest out of one before five.

Where to look next

Social Perceptiveness is below the minimum in this scene, so the scorecard suggests a question for your interview:

Ask: Tell me about a time a guest doubted what you told them, or a colleague was visibly uncomfortable at the desk. What did you notice, and what did you change?

Listen for: Specific cues they picked up, such as doubt or embarrassment. A change in approach because of them, like checking facts first or speaking to the colleague privately.

The scorecard's own question for this example, written from what happened in this scene.

Composure Profile · shown on every scorecard, never judged against a minimum

  • Stress Tolerance2of 5
  • Self-Control4of 5
  • Adaptability2of 5
  • Cooperation3of 5
  • Empathy2of 5
Read the scorecard's summary

Both required skills fall below the level this role requires: Social Perceptiveness and Service Orientation. Every dimension had enough evidence to score. The strongest evidence is for Self-Control: at turn 5 the candidate answered the guest's criticism with "Oh, you're absolutely right, Mr. Garland" and no defensiveness. The weakest is at turn 5 as well: the candidate offered to move another guest out of a room, and publicly praised Fiona right after being told the public apology had embarrassed her.

One AI-played run shows what the scene and the scorecard look like, not how accurate the scoring is. The scoring AI read the conversation, not the brief. Our research notes · A full sample scorecard

The same situation, another brief

A second AI candidate, told to stay calm, ask one sharp question, then give each task an owner and a time: 2 of 2 minimums met in this scene.

Alex (AI candidate)I'm sorry, Mr. Garland; you asked for quiet and a king, and that's what we owe you. Fiona, please check tonight's late cancellations and any king rooms due out of cleaning on a high floor away from the ice machine, and tell me in five minutes what you find. While she looks, I'll put you in our small meeting room behind the lobby so you can take your call in peace, and I'll bring your new key to you there before it starts. …

Read this conversation: 6 replies from Alex, the AI candidate

Keith Garland Hotel GuestAlex, right? I booked a quiet room with a king bed two weeks ago. I just got upstairs, and it's two small beds right next to the ice machine, and it's rattling like a truck.

Keith Garland: I came back down and she told me that's all there is. I have a work call in forty minutes and I need to sleep tonight, so somebody needs to fix this now.

Fiona Pratt Front Desk AgentI gave him what the screen showed was open, Alex. The line was out the door and I didn't see a note about quiet.

Keith Garland Hotel GuestThe note was on my booking, and I'm standing right here. So what are you going to do about it?

Alex (AI candidate)I'm sorry, Mr. Garland; you asked for quiet and a king, and that's what we owe you. Fiona, please check tonight's late cancellations and any king rooms due out of cleaning on a high floor away from the ice machine, and tell me in five minutes what you find. While she looks, I'll put you in our small meeting room behind the lobby so you can take your call in peace, and I'll bring your new key to you there before it starts. One question: is it just tonight, or are you with us for more nights?

Keith Garland Hotel GuestThree nights. I've got a big presentation Thursday morning, so tonight isn't the only night I need to sleep.

Keith Garland: My bags are still up in that room, and my laptop charger's plugged in by the bed. I'll take the meeting room. But you said the key comes to me before my call starts. That's thirty-eight minutes now. If you're not there, I'm back at this desk, and it won't be quiet.

Alex (AI candidate)Three nights with a Thursday presentation means the new room has to be yours for the whole stay, not just tonight, so I'll lock it in for all three. Fiona, filter for kings that are free through Thursday, and once we pick one, ask housekeeping to move Mr. Garland's bags and the charger from the old room straight into it. Mr. Garland, I'll walk you to the meeting room now and grab you a spare charger from the lost-and-found so your laptop is fine for the call. You'll have the key in your hand within twenty-five minutes, well before you dial in.

Keith Garland Hotel GuestTwenty-five minutes. Fine, I'm holding you to that.

Keith Garland: But I don't love strangers packing my stuff. My presentation notes are spread all over that desk in a certain order, and if they get shoved in a bag, I'm up till two putting them back.

Keith Garland: And look, I haven't eaten since six this morning. So is anyone actually thinking about how I get through tonight, or just about which room I land in?

Alex (AI candidate)Fair point on the notes, so I'll change that: housekeeping moves only the suitcase and charger, nobody touches the desk, and after your call I'll walk up with you so you can carry the papers over yourself in order. On food, I'll have the kitchen send a sandwich and a drink to the meeting room on us; tell me what you'd like and anything you don't eat. Fiona, that's three minutes left on your room check. Mr. Garland, the twenty-five-minute key still stands.

Keith Garland Hotel GuestTurkey, no mustard, and just water. Thanks.

Keith Garland: But hold on. Every time you call out the minutes, your coworker stops typing and stares at the screen. She looks like she found something and doesn't want to say it in front of me.

Keith Garland: I'd rather hear bad news now than in twenty minutes. So what's going on with her, and are you going to ask her or not?

Alex (AI candidate)You're right, Mr. Garland, and you'll hear it when I do. Fiona, what's on the screen? Give it to us straight, good or bad, and we'll sort it out together. Meanwhile I'm putting in your turkey, no mustard, and water now, and the twenty-five-minute key promise still stands either way.

Fiona Pratt Front Desk AgentThere's one king, high floor, free through Thursday. But it's still dirty, and housekeeping just told me they're two people short, so it's forty-five minutes at the earliest.

Fiona Pratt: And the room he booked, the quiet one? It was held for him this morning. I gave it to a walk-in at noon because the screen said no-show. I didn't know he was coming.

Fiona Pratt: So the twenty-five minutes doesn't work unless housekeeping drops something else, and they won't do that for me. You want to tell them, or should I keep trying?

Alex (AI candidate)Thanks for telling us straight, Fiona; we'll sort out the noon booking later, and right now we fix tonight. Mr. Garland, here's the honest picture: there's a quiet, high-floor king that's yours through Thursday, but it won't be clean in twenty-five minutes, so I'll still put the key in your hand before your call and have the room ready by the time you finish. Fiona, block that room for three nights now and move Mr. Garland's turkey order to the meeting room. I'll go to housekeeping myself in the next two minutes, ask them to make this room their first job, and help strip it if that speeds things up. Mr. Garland, come with me now, and I'll check in with you at the meeting room door with the key and an update before you dial in.

Keith Garland Hotel GuestSo I get a key to a room I can't walk into yet. Fine. At least you said it straight.

Keith Garland: But my notes for this call are up in the old room, on that desk. I need them in thirty-five minutes. And you can't be in the laundry room stripping beds and upstairs with me at the same time.

Keith Garland: And your coworker went white when you said "later" about the noon booking. She's about to be alone at this desk with that line. So who goes where, Alex?

Alex (AI candidate)You're right, I can't be in two places, so here's the change: you and I go up to the old room now, you carry your notes down in order, and I'll settle you in the meeting room with a charger well before your call. Fiona, you stay on the desk; call the housekeeping lead, tell them I'm asking for that king as their first job, and that I'll come down to help in ten minutes. And Fiona, the noon booking was a screen mix-up, not a disaster; we'll look at it together after the rush, and you're not on your own here. Mr. Garland, let's go now, and I'll be back at that meeting room door with the key before you dial in.

Fiona Pratt Front Desk AgentOkay. I'll call the housekeeping lead now and say it's coming from you. And after the rush is fine.

Keith Garland Hotel GuestAlright, let's go get my notes. Key at the door before I dial in, Alex. I'll see you there.

Two AI candidates with different briefs show how two scorecards can differ in the same situation, not how accurate the scoring is. We wrote both briefs, and AI played and scored them, so the difference is not evidence about real candidates.

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Jobs you can assess

Hotel and restaurant jobs you can assess

Each job gets the skills it needs most, with a suggested minimum, and its own scenes. You can change both. For example:

  • Hotel front desk agent

    • Social Perceptiveness suggested minimum 3
    • Service Orientation suggested minimum 3

    1 scene · about 15 minutes · 2 credits per finished candidate (€4.90 on the 20-credit pack)

  • Concierge

    • Social Perceptiveness suggested minimum 4
    • Service Orientation suggested minimum 4
    • Coordination suggested minimum 3

    1 scene · about 15 minutes · 3 credits per finished candidate (€7.35 on the 20-credit pack)

  • Hotel manager

    • Service Orientation suggested minimum 4
    • Social Perceptiveness suggested minimum 4
    • Management of Personnel Resources suggested minimum 4
    • Coordination suggested minimum 3
    • Negotiation suggested minimum 3
    • Persuasion suggested minimum 3
    • Instructing suggested minimum 3
    • Complex Problem Solving suggested minimum 3

    3 scenes · about 45 minutes · 8 credits per finished candidate (€19.60 on the 20-credit pack)

Show 3 more jobs
  • Restaurant shift lead

    • Management of Personnel Resources suggested minimum 4
    • Coordination suggested minimum 3
    • Monitoring suggested minimum 3
    • Instructing suggested minimum 3
    • Service Orientation suggested minimum 3

    2 scenes · about 30 minutes · 5 credits per finished candidate (€12.25 on the 20-credit pack)

    See its example scene →
  • Server

    • Service Orientation suggested minimum 3
    • Social Perceptiveness suggested minimum 3

    1 scene · about 15 minutes · 2 credits per finished candidate (€4.90 on the 20-credit pack)

  • Restaurant manager

    • Coordination suggested minimum 3
    • Monitoring suggested minimum 3
    • Management of Personnel Resources suggested minimum 3
    • Service Orientation suggested minimum 3
    • Social Perceptiveness suggested minimum 3
    • Time Management suggested minimum 3

    2 scenes · about 30 minutes · 6 credits per finished candidate (€14.70 on the 20-credit pack)

  • Fits: front desk and concierge staff, servers, shift leads and managers in hotels, restaurants and venues.
  • Not a test of: booking systems, cash handling, food safety or menu knowledge (it is not built to).
Hotel front desk agent: 2 skills suggested, 1 scene, about 15 minutesComposure Profile: 5 traits, always included, freeNot in the list? Search about 900 jobs in the app.
Questions

Questions about hiring for hotels and restaurants

Can candidates take it on a phone?

Yes. The candidate's link works on a phone or a computer; on a phone, the meeting room steps aside while they type. Each scene takes about 15 minutes, and after a refresh or a lost connection the scene picks up where it was.

Our staff often work in a second language. Can the scene use simpler English?

Yes. You can choose plain language: the colleagues use simpler words and the situation does not change. A second language can still lower scores for the same skill, so read the evidence and ask about gaps in the interview.

Which skills does a front desk scene look at?

With the suggested skills for front desk agents: Social Perceptiveness (noticing how people react, and why) and Service Orientation (looking for ways to help). Every scorecard also shows a five-trait Composure Profile. It does not test booking systems, cash handling or upselling.

Is the guest in the scene a real person?

No. The guest and the colleague are characters played by AI, and the photo is AI-generated. They react to what the candidate writes. Every candidate of the same assessment gets the same situation and the same two people; the details are improvised.

  • Cost: 1 credit per skill per candidate who finishes (€1.75–€2.45 a credit, by pack, excl. VAT); inviting is free. Pricing
  • Languages: 72; outside English the pages are machine-translated and scoring is measured in English only so far (beta). FAQ
  • Who decides: a person. No hire / no-hire label, no ranking by score, no overall score. EU AI Act

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