How to Evaluate Executive Candidates

Most executive evaluation processes work like this: candidates meet with several people, each interviewer forms an impression, the impressions are shared in a debrief, and the group tries to find consensus. The candidate who creates the best overall impression advances. The process continues until someone accepts an offer.

This approach has a specific failure mode: it selects for candidates who are excellent at creating good impressions in conversations — who are articulate, confident, well-prepared, and easy to like — regardless of whether they are excellent at the job the company is actually trying to fill.

The two capabilities are related but not identical. Most of the executive candidates who fail within 12 months were excellent in their interviews.

A structured evaluation process produces different outcomes. Here is what it involves.

Start with agreed criteria

Before any candidate is evaluated, the people who will be involved in the hiring decision need to agree on what they're evaluating. Not in a general sense — specifically. What are the three or four capabilities that most distinguish a great candidate from an acceptable one for this specific role? What evidence would indicate that a candidate has each capability? What would indicate they don't?

This conversation is harder than it sounds. It requires the hiring team to make their implicit criteria explicit, to resolve disagreements about what matters most before they surface as inconsistent rejection rationales, and to commit to a shared framework that they will apply consistently across all candidates.

Without this step, the evaluation process assesses each candidate against whatever criteria are most salient to each interviewer — which varies by interviewer, by candidate presentation, and by the order in which candidates are seen. The result is a debrief where different interviewers are talking about different dimensions of different candidates and the group cannot make a clear decision.

Assign evaluation dimensions to specific interviewers

A structured evaluation process assigns specific capabilities to specific interviewers. The CEO assesses strategic thinking and leadership presence. The functional peer assesses cross-functional judgment and communication. The direct report assesses management style and how the candidate handles power dynamics. The CFO assesses financial acumen and resource prioritisation.

This structure ensures that each important dimension is assessed by someone with the knowledge and context to assess it well — and that the debrief can compile a comprehensive picture rather than five people's general impressions.

It also prevents the most common evaluation failure: the CEO forming an early view that influences everyone else's assessment. When each interviewer has a specific, independent evaluation mandate, the debrief produces genuinely independent data points rather than variations on the CEO's initial impression.

Use structured questions, not conversation

The difference between a structured interview and a conversation is not tone — a structured interview can be warm and engaging. The difference is that a structured interview uses specific questions designed to surface evidence of the capabilities being assessed, and applies the same questions to all candidates so that their answers can be compared.

A structured question for leadership judgment might be: "Tell me about a time when you had to make a significant people decision — a termination, a restructure, or a demotion — that you knew would be unpopular with the team. How did you make the decision, how did you communicate it, and what happened?" This question surfaces evidence of the decision-making process, the communication approach, and the outcome — and it is asked of every candidate so that their answers can be meaningfully compared.

An unstructured conversation might touch on similar territory, but the specific evidence it produces is shaped by how the conversation develops — which varies by candidate, by interviewer energy, and by which topics naturally come up. The result is data that is impressionistic rather than comparable.

Weight evidence over credentials

The most reliable predictor of executive performance is specific, verifiable evidence of having done something similar before. Not having the credential that is associated with doing it — having actually done it, with a specific outcome that can be described and, where possible, verified.

A candidate who says "I built the sales function from scratch at my previous company" is describing a credential. A candidate who says "I hired the first four reps, designed the commission structure, built the CRM workflow, and took the team from $0 to $4M ARR in 18 months" is describing evidence. The evidence is more useful than the credential and harder to fabricate.

The evaluation process that weights evidence over credentials asks follow-up questions that push candidates from credential to evidence: "What specifically did you do? What did the team look like before and after? What would not have happened if you hadn't been there?" These questions are uncomfortable for candidates who are presenting credentials they haven't fully earned, and revealing for candidates who have done exactly what the brief requires.

Reference checks as evaluation, not formality

Most reference checks are conducted as a formality after the evaluation is complete — the candidate has already been selected, and the reference check is treated as a box that needs to be checked before the offer is made. References provided by the candidate confirm what the candidate wants confirmed. The process produces little new information.

A reference check used as genuine evaluation is structured differently. It reaches beyond the reference list to people who have worked with the candidate but were not nominated — former colleagues, direct reports, peers, or even managers who can be reached through mutual connections. It asks structured questions about specific situations rather than general assessments. And it happens before the final decision is made, not after it.

The most revealing reference question is usually not about the candidate's strengths — everyone has strengths, and references highlight them. The most revealing question is: "In which situations did you observe this person at their best, and in which situations did you observe them at their limits?" The answers to this question, triangulated across multiple references, produce a picture of the candidate's operating range that is more accurate than any interview process alone.

Majhi Group runs retained searches with structured evaluation frameworks built to the specific requirements of each brief.

If the current evaluation process is producing indecision or the wrong closes, request an assessment.