Everybody knows how to hire an account executive. You find someone with closing experience, they interview brilliantly, they tell great deal stories, you check two references who say lovely things, and you hire them. Then two quarters later the pipeline is full and nothing is closing, and you are wondering what happened to the superstar.
Here is what happened. You hired a closer by using the one method that selects for the opposite skill.
An account executive is your closer. They take qualified opportunities and turn them into signed deals. Getting this hire right is worth more than almost any other seat on the team, because a strong AE pays for themselves many times over and a weak one quietly burns your best leads. I am not downplaying the upside.
The hidden cost is this: the AE interview is a sales call, and great closers are, by definition, great at sales calls. They will read the room, handle your objections, and close you on themselves. The very thing you are trying to detect is the thing actively being used against your judgment. In our work with Ontario owners, this is the hire we see regretted most often.
Why does interview charm fool us on closers?
Because an interview is the closer's home turf. You are the prospect. They have done this a thousand times and you have done it a few dozen. They will tell you about the big logo they landed, the impossible quarter they saved, the deal everyone said was dead. And you will believe it, because it is a good story told well, which is their entire profession.
The problem is that a story is not evidence. Unstructured interviews, the kind that drift into war stories, are among the weaker ways to predict performance, while structured interviews and actual work samples sit at the top of the validated list (Sackett et al., 2022; Schmidt & Hunter, 1998). The closer's gift is precisely why you cannot trust the interview to assess the closer.
How do you verify real closing ability?
You stop listening to the deal and start checking it.
Make them close in the room. Not a hypothetical. Give them a real buyer profile and a real objection and have them run the conversation. Work sample tests are strong predictors precisely because they put the person in the work (Schmidt & Hunter, 1998). You will learn in ten minutes what three references will not tell you in an hour.
Confirm the numbers, do not just hear them. "Top rep, 140 percent of quota" is a claim. Ask the former manager to confirm the quota, the attainment, the deal sizes, and the cycle. Most reference calls are a polite exchange of nothing, which is a whole topic on its own: see why most sales reference checks are worthless. Confirmation is a different exercise from reference-collecting.
Use a structured, job-relevant assessment, carefully. A well-designed pre-employment sales assessment adds signal, as long as it is job-relevant and applied the same way to everyone, which also keeps you on the right side of the Ontario Human Rights Code (Ontario Human Rights Commission, n.d.).
This is the core of our Final Candidate Review: hire the salesperson who can sell, not the one who interviews well. For an AE, that distinction is the whole ballgame.
How to hire an account executive, step by step
General hiring guidance, not legal advice. Confirm Ontario specifics with an employment lawyer.
Write a closing-specific scorecard. Deal size, cycle length, buyer type, and the motion you actually run. A closer who crushed short transactional deals may drown in a six-month complex sale, and the reverse is just as true. Match the scorecard to your reality.
Run a structured interview on past deals. Same questions, same order, every candidate: walk me through your last lost deal, your last saved deal, your discount authority, your forecast accuracy. Structured interviews outpredict the war-story chat by a wide margin (Sackett et al., 2022; McDaniel et al., 1994).
Run a live closing work sample. Real scenario, real objection, real buyer persona. Score it against the scorecard, not against how good it felt (Schmidt & Hunter, 1998).
Confirm quota attainment with prior managers. Verify the number, the quota it was against, and the conditions. Treat unconfirmable claims as unconfirmed.
Check fit to your sale, not just to sales. A strong AE in the wrong motion underperforms. Fit to the specific job and company predicts both performance and staying (Kristof-Brown et al., 2005).
Give an honest preview of your sales reality. Your cycle, your support, your lead quality, your comp. Honesty up front reduces the early exits that make this expensive hire even more expensive (Phillips, 1998).
Before any of this, make sure the scorecard itself is right, because everything downstream grades against it. That is worth its own read: how to build a sales hiring scorecard.
In short
The account executive is the hardest hire to judge, because the skill you are testing for is the skill being used on you during the test. Do not buy the deal stories. Verify closing ability with a live work sample and confirm the numbers with prior managers, inside a structured process applied the same way to everyone. Charm will get them the meeting. Only evidence should get them the job.
Key takeaways
The AE interview is a sales call, and good closers win it; it is the worst tool for judging closers.
Work samples and structured interviews sit at the top of validated selection methods; war-story interviews do not (Schmidt & Hunter, 1998; Sackett et al., 2022).
Confirm quota and attainment with former managers rather than collecting character references.
Match the scorecard to your specific sale, because fit to the job and company predicts performance and retention (Kristof-Brown et al., 2005).
Apply any assessment the same way to every candidate to stay fair and compliant with the Ontario Human Rights Code.
Frequently asked questions
How do I verify a candidate's quota attainment?
Ask former managers to confirm the specific quota, the attainment against it, the deal sizes, and the cycle length, rather than accepting a headline figure from the candidate. Treat anything you cannot confirm as unconfirmed, and weight your decision toward the live work sample you can observe directly.
Are sales assessments worth using for an account executive?
A job-relevant, structured assessment can add real signal when it is applied the same way to everyone and used alongside a work sample and a structured interview, not instead of them. Make sure it is validated for the role and defensible under the Ontario Human Rights Code.
Should I hire an AE from my industry or from outside it?
Industry knowledge helps, but the sales motion matters more. A closer who matches your deal size, cycle, and buyer type usually ramps faster than an industry veteran who sold in a completely different motion. Hire for the motion first.
References
Kristof-Brown, A. L., Zimmerman, R. D., & Johnson, E. C. (2005). Consequences of individuals' fit at work: A meta-analysis of person-job, person-organization, person-group, and person-supervisor fit. Personnel Psychology, 58(2), 281-342. https://doi.org/10.1111/j.1744-6570.2005.00672.x
McDaniel, M. A., Whetzel, D. L., Schmidt, F. L., & Maurer, S. D. (1994). The validity of employment interviews: A comprehensive review and meta-analysis. Journal of Applied Psychology, 79(4), 599-616. https://doi.org/10.1037/0021-9010.79.4.599
Ontario Human Rights Commission. (n.d.). Human rights at work 2008 (third edition): Hiring. http://www.ohrc.on.ca/en/human-rights-work-2008-third-edition
Phillips, J. M. (1998). Effects of realistic job previews on multiple organizational outcomes: A meta-analysis. Academy of Management Journal, 41(6), 673-690. https://doi.org/10.2307/256964
Sackett, P. R., Zhang, C., Berry, C. M., & Lievens, F. (2022). Revisiting meta-analytic estimates of validity in personnel selection: Addressing systematic overcorrection for restriction of range. Journal of Applied Psychology, 107(11), 2040-2068. https://doi.org/10.1037/apl0000994
Schmidt, F. L., & Hunter, J. E. (1998). The validity and utility of selection methods in personnel psychology: Practical and theoretical implications of 85 years of research findings. Psychological Bulletin, 124(2), 262-274. https://doi.org/10.1037/0033-2909.124.2.262
This article is general HR and hiring information, not legal advice. Pre-employment assessments and hiring practices carry Ontario Human Rights Code obligations. Confirm your approach with an Ontario employment lawyer before acting.
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Ashley Wesley, MA, CHRL, CIM, and our team help Ontario owners pick the right sales hire, from a VP of Sales to a key account manager.
