How to compare candidates objectively in your company
Published on 12 October 2026
This article was written by an artificial intelligence system. JOBO is responsible for publishing it.
Choosing between several candidates for a single role is one of the most complex tasks in any small or medium-sized business. Often, after speaking with several applicants, a difficult question arises: we might really like a candidate, but we are not sure if they are the right person for the day-to-day duties. Likeability, shared enthusiasm, or a smooth conversation can easily overshadow essential technical skills or operational competencies. To stop personal rapport from swaying hiring decisions, you need a structured method that keeps the focus firmly on the actual requirements of the role.
Define selection criteria before reading CVs
The first step to comparing applicants fairly is writing down selection criteria before publishing the job advert or starting interviews. Defining what you need beforehand sets a solid benchmark. Without this initial step, you risk adjusting the job requirements on the fly—overlooking shortcomings in candidates you warm to, or raising the bar for those with whom you do not feel an instant connection.
- Essential technical knowledge needed to do the job from day one.
- Previous experience with tasks or tools similar to those used in the company.
- Key skills such as communication, teamwork, and problem-solving.
- Practical requirements of the role, such as working hours, remote or hybrid arrangements, and salary expectations.
Documenting these criteria in writing and setting clear priorities creates an effective checklist. This way, when evaluating each candidate, the question is not whether you liked them personally, but how well they meet the essential requirements defined beforehand.
Ask the same questions and set identical tests for every candidate
To compare two or more candidates thoroughly, evaluation conditions must be consistent. If you ask one applicant open-ended questions about their achievements and ask another for detailed explanations of a past mistake, the information you gather will be disjointed and impossible to compare. Designing a standardised interview script ensures that all applicants respond to the same scenarios and discuss the same competencies.
Alongside the interview, including a short practical test is extremely useful. This assessment should be identical for everyone reaching the final stage. Setting a realistic scenario based on the actual job reveals how each candidate analyses information, prioritises tasks, and tackles everyday issues. Evaluating results from the exact same test makes comparison far clearer and directly relevant to day-to-day operations.
Take notes during the interview, not at the end of the day
Relying on memory after a full day of meetings is a common mistake. The human mind tends to remember the final interview of the day most vividly, or focus on general impressions made by the most outgoing applicant. As hours pass, specific details about technical responses and examples provided become blurred or mixed together.
For this reason, taking notes during the interview or immediately after each conversation—before moving on to the next person—is vital. There is no need to write down every word; instead, log concrete facts, specific answers, and real examples shared by the candidate. Taking notes in real time prevents memory distortion and provides an accurate record for the decision-making stage.
Compare gathered evidence against initial requirements
Once interviews and practical tests are complete, it is time for the final analysis. Rather than relying on an overall impression, review the notes for each applicant and compare them directly against the criteria set at the start. This evidence-based approach helps determine transparently which candidate best fits the demands of the role.
To manage this flow of information efficiently without losing key details, digital recruitment tools help keep all candidate documentation centralised. Platforms such as JOBO enable businesses to organise their recruitment processes, review applications in a structured way, and streamline decision-making across hiring teams.
By reducing the impact of subjective impressions through pre-defined criteria, standardised questions, and real-time note-taking, small and medium-sized businesses can approach hiring with confidence, ensuring the chosen candidate has the skills required to join the team.
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Try the toolFrequently asked questions
- Why does likeability have such a strong influence when evaluating a candidate?
- Rapport and personal affinity are natural reactions during a conversation. However, without pre-defined criteria, these feelings can lead you to rate other traits more favourably while overlooking essential technical requirements needed for the role.
- Is it necessary to ask every candidate the exact same questions?
- Yes, using a common interview script for core aspects of the role is essential for fair comparison. While secondary questions tailored to individual CVs may arise, the core structure should remain identical so that responses can be assessed against the same benchmark.
- What is the advantage of using an identical practical test in the final stage?
- A practical test based on real day-to-day scenarios shows how each candidate approaches the same task. Evaluating concrete results produced under identical conditions makes it much easier to assess technical and working skills without relying solely on interview performance.