How to Interview Account Executives Beyond the Resume

Account executive resumes all start to look the same. Quota attainment, President's Club, a list of well-known logos. None of it is useless, but none of it tells you whether this person will build pipeline and close deals in your market, with your product, at your stage.

After more than 25 years of recruiting sales talent for technology companies, I have learned that the best AE interviews are less about what a candidate says and more about what they show you. Here is how to interview account executives beyond the resume.

Start with a clear scorecard

Before the first interview, write down what this AE has to do. Answer these questions:

• Who is the buyer, and how technical are they?
• What is the average deal size and sales cycle?
• How much pipeline will marketing and SDRs provide, and how much must the AE create?
• How much of the sale is new logo versus expansion?
• What does the AE need to do with sales engineering, product and customer success?

An AE who is excellent at closing inbound mid-market deals is a different hire from one who can open enterprise accounts at an AI startup with little brand recognition. Your scorecard keeps every interviewer focused on the same job.

Decode the resume, do not just read it

Use the resume as a map of questions, not as proof.

Quota attainment. Ask how the quota was set, how many reps hit it, and what the territory looked like. Strong numbers in a territory full of inbound demand mean something different from strong numbers in a cold patch.

Logos. A famous company name often comes with brand pull, a large support team and a mature process. Ask what the candidate did that the brand did not do for them.

Tenure. Short stints are not always a red flag, especially at startups. Ask why they joined and why they left. Look for a pattern of learning, not a pattern of blaming.

Questions that reveal how they actually sell

Skip "tell me about yourself." Ask questions that force specifics:

• "Walk me through the last deal you won, from first touch to signature. Who did you talk to, and in what order?"
• "Tell me about a deal you lost that you thought you would win. What would you do differently?"
• "How do you build pipeline when inbound is slow?"
• "How do you decide a deal is real enough to commit in your forecast?"
• "Describe how you work with a sales engineer on a complex technical evaluation."

Listen for names, steps, dates and decisions. Strong AEs remember their deals in detail. Vague answers usually mean a vague process.

Make them sell: three exercises that work

The single best change most companies can make is to watch the candidate sell. Here are three exercises I recommend.

1. The discovery role play

Give the candidate a short brief on a fictional prospect and have a hiring manager play the buyer. Do not ask them to pitch. Ask them to run discovery. Great AEs ask more than they talk, uncover pain and impact, and identify who else is involved in the decision.

2. The pipeline review

Ask the candidate to walk you through a sanitized version of their current or recent pipeline. How do they qualify? What are the next steps on each deal? Where are they worried? This shows you how they think about forecasting and how honest they are about risk.

3. The 30, 60, 90 day plan

For senior or enterprise AEs, ask for a short plan for their first three months in your territory. You are not grading the plan for accuracy. You are seeing how they research, prioritize and think about your buyer.

Red flags to watch for

• Talking more than listening in the discovery role play.
• Every win was theirs, every loss was someone else's. Product, marketing, the SE, pricing.
• No curiosity about your product or buyer. Great AEs interview you back.
• Fuzzy numbers. If they cannot tell you their deal size, cycle length and win rate, they may not track them.
• No plan for pipeline generation. Especially at an early-stage AI company, an AE who only knows how to work inbound will struggle.

Do not skip the references

Ask candidates for a former manager, a peer and, if possible, a sales engineer they worked with. Ask specific questions: How did they forecast? How did they handle losing? Would you hire them again, for what kind of role? The SE reference is often the most revealing, because sales engineers see how an AE behaves when a deal gets hard.

Keep the process tight

Good AEs have options. A long, disorganized process tells them something about how your company runs. Keep it to a few focused steps, give fast feedback and make sure every interviewer knows which part of the scorecard they own.

If you are hiring several AEs, or a first AE for a new segment, our account executive recruiting team can run this process with you. For technical sales, pair the AE search with solutions engineering recruiting so the two roles fit together.

FAQ

How many interview rounds should an AE hire have?
Most companies do well with a screen, a hiring manager interview, a selling exercise and a final round with leadership. Add steps only if each one tests something new.

Should I give AE candidates a take-home assignment?
A short 30, 60, 90 day plan is reasonable for senior roles. Keep it brief and respect their time. A live role play usually tells you more.

What matters most when hiring an AE for an AI startup?
The ability to create pipeline without a big brand, learn a technical product quickly and work closely with sales engineering. Look for people who have sold at a similar stage.

Talk to Steve

Hiring account executives and want a second set of eyes on your process? Book a 15 minute hiring call with Steve.