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Enterprise and complex sales · Mid level

How to assess a Account Executive

The mock pitch is the weakest step because the job turns on questioning and the exercise scores presenting — the best mid-market reps are frequently unremarkable at pitching and exceptional in the four minutes after a buyer says "we already have something for that." But the sharper problem at this level is that the whole process runs on tenure as a proxy. The 2026 Bridge Group cohort reports required experience at hire of 3.7 years while only 48 percent of reps hit quota; buyers raise the experience bar because they have no direct evidence of skill, not because year four confers it. That proxy is expensive in exactly this seat, where the median ramp is 6.2 months: a territory stays quiet for two quarters before anyone can tell whether the hire works, and by then the pipeline they should have built does not exist. The specific unobserved behaviour is disqualification. Every sales leader says they want reps who qualify out, and no interview question elicits it, because "I walked away" reads as weakness and every incentive in the room pushes the candidate to describe a deal they rescued.

The mid-market account executive owns a deal from first real conversation to signature, over weeks rather than months, with a buying group small enough to fit in one or two meetings but large enough that at least one person in it has not been in the room. The rhythm is a discovery call, a demo or working session, a proposal, a negotiation, and — for the half of the pipeline that does not close — a slow, unacknowledged death that eats forecast credibility. Between those, the day is follow-up, internal chasing, CRM hygiene and the constant question of which deals deserve the next hour.

The behaviour that most reliably separates the top quartile is discovery that changes the deal. A median AE asks discovery questions to set up the pitch: they already know what they are going to say and the questions are a runway. A strong AE asks the question that could sink the deal — who else has to agree, what is the budget already committed to, what happens if you do nothing — and then actually changes what they propose based on the answer. That second behaviour is uncomfortable, it costs meetings, and it is the reason some reps forecast accurately while others do not.

The second separator is the follow-up in writing, which at this deal size is not an administrative courtesy but the artefact the buyer uses to sell internally. The champion has to take something to their own boss, and a note that reflects the buyer's language, states the cost of the current situation in their numbers, and is short enough to be read on a phone will travel; a templated recap with a pricing table attached will not. Reading two candidates' recap emails after identical calls is the fastest way to see which one was listening.

The third is qualifying out. A mid-market territory has more opportunities than hours, so the whole game is allocation, and an AE who cannot walk away is not merely wasting their own time — they are polluting the forecast that their manager and the CFO depend on. This is the single most-claimed and least-demonstrated competency in commercial hiring.

What a hiring manager is really trying to predict is time-to-first-deal and forecast reliability, in that order, and the economics make it urgent: against a median AE quota of $960,000 and a 6.2 month ramp, a mis-hire in this seat costs roughly a territory-year plus the pipeline that was never created. It should also be said plainly what not to predict from. Attainment percentages, logo names and "president's club" carry almost no portable information, because they are functions of the territory, the product and the market the candidate happened to be in.

What the job actually needs

• discovery that changes the deal rather than confirming the pitch
• disqualifying early
• quantifying the cost of the buyer's status quo
• writing a follow-up the buyer can forward unedited
• calling their own deals honestly

How people fail in this seat

• pitches over the discovery and never learns the real constraint
• keeps a dead deal in the forecast because the pipeline looks thin without it
• discounts to manufacture urgency the buyer does not feel
• mistakes a friendly champion for a decision
• sends a recap that describes what they wanted to hear

What most employers do instead

A CV of logos and unverifiable attainment percentages, references the candidate chose, a competency interview, and a mock pitch to the hiring panel.

The assessment

About 40 minutes end to end.

The systems it runs in

A CRM opportunity record and, in t3, four of them side by side. The opportunity is the object this seat is measured through, and the fields that matter to the design are the ones a mid-market pipeline review actually reads — stage, amount, close date, last activity date, the contacts attached to the deal in a role, and the forecast category the stage maps to. Salesforce documents that mapping between the Stage and Forecast Category picklists directly, and t3 uses it: the candidate does not write an essay about commit and upside, they set the forecast category on each of the four records and then justify it. The recap in t2 is composed and sent from the opportunity so it lands in the deal's activity history where a manager would later find it, and the deal the candidate would stop working has to be closed out with a reason rather than left open and unmentioned.

• Salesforce Sales Cloud
• HubSpot Sales Hub
• Microsoft Dynamics 365 Sales
• Gong
• Clari

Any CRM with an opportunity or deal object carrying a stage, a value, a close date, an activity history and a way of attaching people to the deal in a role. Teams that run a qualification framework — MEDDIC, MEDDPICC, BANT — usually hold it as fields on that same record, and where a buyer does, the fixture uses the buyer's own fields instead of generic ones, because a candidate filling in the buyer's actual qualification fields is a far more useful artefact than one filling in ours. Rebuilt against the buyer's stage definitions and forecast categories where they can provide a sandbox.

What the candidate actually does

The mark scheme

Each criterion is scored 1 to 5 against written anchors, and every score is reported with the excerpt that earned it. A criterion marked floored is reported as a finding rather than averaged into the total. The first is open; open any other to read its anchors in full.

How it is scored

Weighted mean of the five criteria, each scored 1-5 against the anchors above, reported alongside the transcript excerpt or artefact passage that earned it. Two reporting rules specific to this role. A score of 1 on disqualification is surfaced as a standalone flag rather than absorbed into the mean, because a candidate who cannot qualify out will look adequate on a weighted average and will still pollute a forecast. And the composite is reported next to the discovery score on its own, since discovery is the behaviour that predicts time-to-first-deal and is the one most often masked by a strong recap.

Integrity

• hidden constraint is never stated in the brief, so a shared brief leaks nothing
• per-candidate variation of the committed-budget scenario across a small scenario bank
• keystroke and paste timing on the written recap
• follow-up question on the candidate's own recap asking where a stated figure came from
• continuity of the same person across the live call and the written tasks

The log describes what happened. It does not produce a cheating verdict — the follow-up conversation is the control, because a statistical accusation is not something we would ask a reviewer to defend.

What you receive

• full call transcript with the hidden constraint marked at the turn it became discoverable
• the recap email as written
• the pipeline calls with the candidate's stated evidence for each
• per-criterion score with the excerpt that earned it

Who decides

Recommended, and specified. A reviewer who has carried a mid-market quota reads the transcript excerpt behind every criterion scored 1 or 5, and every candidate in the top and bottom two of a cohort is read in full. Two known failure sources need a human. First, a candidate can reach the committed-budget fact by luck at the very start of the call, which the transcript shows but a score does not, so the reviewer checks whether the discovery was sequenced or accidental. Second, a candidate may qualify the scenario out early and correctly, which shortens the call and can depress every other criterion for the right reason. Overrides are written with a reason and stored with the score. The composite may rank a shortlist; only a person may reject a candidate.

What this does not measure

What this design deliberately does not measure. No criterion scores accent, dialect, fluency, pace, vocabulary range or warmth of voice, and none may be introduced. The phrase "executive presence" does not appear in this mark scheme and should not be added to it by a deployer, because it is a well-documented route by which manner of speech is scored under another name. Every criterion above is written to attach to a decision, a question asked, or a sentence written — things a transcript can be pointed at. The written recap is judged on whether a named reader could act on it, not on idiom or register, and non-native phrasing is explicitly not a deduction. No industry or product knowledge is required beyond the brief, which supplies it, so the design does not reward prior access to a particular employer or sector. What the session cannot see is the rest of the job. A mid-market AE's real performance is a quarter of allocation decisions and a ramp measured in months; a forty-minute session observes one decisive conversation, one artefact and one set of pipeline calls. It gives no evidence about stamina across a quarter, territory building, prospecting volume, or whether the candidate's judgment holds when the pipeline is genuinely thin rather than hypothetically so. Deployers should treat the score as a screen against those three behaviours and nothing wider, and should back-test it against time-to-first-closed-deal and forecast accuracy after two quarters, dropping any criterion that does not track. The live-call format itself can disadvantage candidates with speech, hearing or anxiety-related disabilities. A text-based run of the identical scenario, with the same hidden constraint revealed on the same conditions, must be offered on request and scored on the same anchors, and extra time on the written tasks must be available without being recorded on the candidate's result.

The design question for this role is not what to test but what a session can honestly reach. A mid-market account executive's performance is an allocation problem played out over a quarter, and no assessment reproduces a quarter. What it can reproduce exactly is the hour that decides one deal, the artefact that comes out of it, and the judgment about which deals deserve the next hour. Those three are the whole of this design, and the reason it stops there.

The discovery call is built around a specific structural fact about mid-market deals rather than a generic difficult buyer. The buyer here is not hostile, sceptical or hard to talk to. They are delighted, and that is the trap. A committed budget is invisible from the outside, does not surface in a friendly conversation, and is the most common reason an enthusiastic first call turns into a deal that dies in the forecast three months later. A candidate who is good at rapport and nothing else has a pleasant eighteen minutes and books a demo. A candidate who asks what got funded this year discovers in about four minutes that the money is gone, and then has to do something considerably harder than pitching, which is decide what to propose to a person who wants the product and cannot buy it. That decision is what the first criterion scores, and it is the closest observable proxy for the behaviour the role page names as the separator between the top quartile and the median.

The recap exists because it is the only place the buyer's own words can be checked against what the candidate heard. Two candidates who ran identical calls produce recognisably different emails, and the difference is not writing skill in any literary sense. It is whether the numbers in the email came from the buyer or from the vendor's slide, whether the note could be forwarded to a finance director without a covering explanation, and whether the next step has an owner. This artefact is also the integrity anchor for the whole session, because a follow-up question about where a figure came from is answerable in one sentence by the person who ran the call and by nobody else.

The pipeline task is here because the role page identifies disqualification as the most-claimed and least-demonstrated competency in commercial hiring, and because no interview question can elicit it. Asked directly, every candidate says they qualify out; given four opportunities and told their pipeline looks thin, some of them still do. The task is deliberately weighted as heavily as discovery, and one of the four opportunities is flagged as favoured by the candidate's own manager, because the behaviour that protects a forecast is not just the ability to see a dead deal but the willingness to say so to someone who would rather hear otherwise.

Three things this design refuses to do. It does not ask the candidate to pitch the product, because presentation is the skill the current process already over-measures and the one least connected to attainment in this seat. It does not ask for a 30-60-90 plan, because that measures a week of unopposed preparation. And it does not score any proxy for the candidate's employment history — no logos, no attainment percentages, no industry pedigree — since the role page is explicit that those are functions of territory and market rather than portable signal, and a mark scheme that reintroduced them would be a CV screen wearing a different hat.

Sources

Every figure on this page is traceable. Where a claim could not be sourced it is stated qualitatively instead.

1. US Bureau of Labor Statistics, Occupational Outlook Handbook, Wholesale and Manufacturing Sales Representatives, 2025 (1,571,400 jobs; 123,400 annual openings; 0 percent projected growth; median pay $76,460), https://www.bls.gov/ooh/sales/wholesale-and-manufacturing-sales-representatives.htm
2. The Bridge Group, AE Models, Motions & Metrics 2026 Research Report, 10th edition (158 B2B companies; data collected Q1-Q2 2026): 48 percent of reps at quota, 6.2 month median ramp, median quota $960,000, 3.7 years experience required at hire, https://www.bridgegroupinc.com/research/2026-ae-models-motions-metrics