From "I think they can do it." To "I've seen them do it."
Job Simulations put candidates into the moments that decide the role: a customer escalation, a price objection, or a live coding problem. The candidate plays the role. AI plays the other side. You get a scored video that answers, "Can they actually do it?"
The numbers behind AI-powered hiring
Candidates interviewed by an AI agent are 12% more likely to get hired and more likely to still be employed a month later.
78% of applicants prefer to be interviewed by AI instead of a human recruiter.
57% of candidates believe AI can help reduce racial/ethnic bias in hiring.
What is a job simulation?
A job simulation is a core piece of your hiring process. They put a candidate into a realistic moment from the role and measure how they handle it. Unlike a skill test, which measures one ability, a job simulation shows what a candidate does when several skills come together under pressure.
In TestGorilla's job simulations, every candidate gets the same scenario, the same rubric, the same scoring model. You get a scored demo you can share with your hiring team that proves they can execute on the job before the job even starts.
Built to verify what an interview can’t
Share the same scenario with every candidate. Score them on the same rubric and model. Recorded, comparable, replayable.
Customer service: the escalation call
An angry, long-tenured customer is on the line. The candidate has 60 seconds to listen, defuse, and find a path forward.
Most teams find out how a new hire handles this on their first live escalation. Not because the interview missed it. But because no interview can show it.
Sales: the price objection
A buyer pushes back on price. The candidate has to find the real concern and hold the conversation steady without getting defensive.
An interview tells you how someone describes handling objections. The simulation shows you what they do when one lands.
Engineering: the live problem
A piece of code breaks while a simulated product manager asks questions. The candidate has to think out loud, name the trade-offs, and decide when to escalate.
A take-home test measures the code. It can't measure how someone works with another person in the room.
Cross-functional: the stakeholder pushback
A colleague challenges the candidate's plan mid-meeting. The candidate has to listen, recover, and land an answer that holds the room.
Culture interviews capture how candidates describe themselves. This captures how they show up.
Walk into the debrief with proof
Every shortlist meeting has the same gap. The hiring manager asks, "But can they actually do it?" and the honest answer is a summary of feelings and cold-reads. That's not a trust problem. It's an evidence problem. A job simulation sends three things into that room.
A number rarely beats gut feel in a debrief. Footage of the moment does. The maybe becomes a yes. Or a confident no.
- A scored video of the candidate handling the moment
- An honest comparison, because every candidate faced the same scenario and rubric
- A recording you can forward before the meeting, so the hiring manager arrives already knowing what you know.
An AI evaluation that candidates appreciate
Candidates have seen the AI-interviewer horror stories. So have your hiring managers.
Job simulations sidestep the problem because the AI isn't pretending to be a recruiter. It plays the customer, the buyer, the colleague. The candidate knows it, and both sides play a part.
The experience shifts from "an AI is judging me" to "I'm doing a piece of the job." Candidates who freeze in interviews but shine in the work finally get a way to show it. That's a version of AI in hiring you can defend to candidates, to your hiring managers, and to yourself.
How job simulations work
Five simulations cover customer service, sales, engineering, and cross-functional collaboration. Add one to an assessment or send it on its own.
Each simulation takes 20 to 25 minutes, instructions included.
The candidate handles the escalation, the objection, or the pushback on camera.
Same rubric and scoring model for every candidate. Forward it before the shortlist meeting.
A score you can trust
Job Simulations uses the same scientifically backed AI scoring model that powers TestGorilla's AI Video Interviews feature. With thousands of candidates of benchmark data behind it.
And you never have to trust the score in the abstract. Every simulation produces a recording. If a number seems surprising, check the playback for yourself.
Replace "I think they could" with proof
Every recruiter has said, "I think they could handle it" in a debrief. Not because they read the candidate wrong. Because the process handed them a feeling to defend instead of evidence to share. Job simulations fix the process. You show the moment instead of describing it. Meanwhile, every candidate gets the same fair shot at proving they can do the job.
Frequently asked questions
Everything you need to know about job simulations — how they work, what they measure, and how they fit into your hiring process.
A job simulation is a pre-hire exercise that puts a candidate into a realistic moment from the role — like a customer escalation or a price objection — and measures how they handle it. Some teams call them role simulations or work sample tests. In TestGorilla’s job simulations, AI plays the other side of the conversation and the candidate plays the role they’re applying for.