Use the interview as a sequence of tests. Each conversation should test a different part of the work. A polished conversation can leave execution untested, so include a live exercise, give feedback, and watch the next attempt. The strongest single signal of coachability is how quickly the candidate absorbs and applies feedback in a live exercise.1
Set the panel before the call
Decide who owns each part before anyone meets the candidate. Assign specific questions to each interviewer, agree on scoring criteria, and define the panel interview format in advance.2, 3 This keeps the process consistent and stops several interviewers from testing the same trait in the same way.
Have the recruiter gather deal stage, deal size, and sales-cycle length before the hiring manager speaks with the candidate.4
Sales representatives like participating in the process, and their involvement makes the role easier to sell.5 Give them a clear part to play, with questions that test something the rest of the panel does not. That lets the candidate meet future teammates while giving you another view of how they work.
Run the interview in order
Keep the sequence short enough for every round to have a distinct job. One reported process uses an initial phone screen followed by three live interviews.6
| Stage | What you are trying to learn | Example question |
|---|---|---|
| Screen | Validate experience and baseline ability to hold a conversation7 | "What's your cycle time?"8 |
| Manager conversation | Understand why the candidate took the call and ask for proof of performance9, 10 | "Why did you take the call?" |
| Live exercise | See whether the candidate can explain each step of the process and adjust after feedback11, 1 | Explain each step of your process. |
| Team and final conversation | Check honesty about weak spots, then explore the candidate's story, priorities, activities outside work, and past success12, 13, 14 | "What challenges do you have?"15 |
Start the screen by gathering the factual background. The manager conversation can then test how the candidate earned the results they describe. Ask how the candidate achieved those results and what method produced them.
Use the live exercise to make the candidate demonstrate the work. Ask for a process explanation, give feedback, and ask for another attempt. Move on when you have seen both the first approach and the response to coaching. Make the decision from the adjustment you saw and the work the candidate could explain.
Keep the final conversation focused. Use it to understand the candidate's priorities and past success, ask about weak spots, and check the remaining fit without turning the meeting into an unstructured chat.
Test the work, not the performance of interviewing
A clean sequence still needs a test plan. Use the same competencies across the panel, giving each interviewer a different way to observe them.
The four competencies are coachability, sales technology and AI literacy, process discipline, and conversational agility.16 Coachability concerns how quickly the candidate absorbs feedback and adjusts.17
Keep the questions tied to the actual job. The work centers on prospecting and starting conversations.18 Ask for evidence of disciplined, repeatable outreach and improvement over time.19
For process discipline, ask the candidate to define the outcome they are trying to create and the steps they use to get there. A useful question is: "What does a qualified meeting mean in your current role? Who wrote that definition?"20 The answer shows whether the candidate can work from a clear standard or only repeat familiar language.
For conversational agility, change the scenario after the first answer and listen for whether the candidate can stay clear while adapting. For sales technology and AI literacy, ask how the candidate uses systems in the workflow and what they check before acting. Keep both questions tied to a concrete task so the answer reveals working habits.
What not to do
Avoid process choices that reward polish while hiding the habits the job requires.
- Use questions that test proven ability and methodical thinking. Charm should not be the main signal.21
- Keep testing specific to the role. A generic sales interview measures persuasion and deal instinct.22
- Keep the email challenge, because it is often overlooked.23 A challenge taking no more than 30 minutes can expose the raw skills needed for competent work.24
- Before the interview begins, give each interviewer the question they own, the trait it tests, the signal that earns a move forward, and the scoring criteria.2