How to assess sales representatives
Resumes show quota history. Competency-based assessment reveals whether candidates can replicate that success in your market, with your product, against your competition.
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Key competencies for sales representatives
Consultative selling and discovery
Evaluate how reps uncover customer pain points, ask probing questions, and position solutions — not just pitch features. The quality of discovery determines deal quality.
Objection handling and negotiation
Assess ability to handle price objections, competitor comparisons, and stakeholder resistance with confidence and strategic thinking, not just scripted rebuttals.
Business acumen and pipeline management
Measure understanding of sales metrics, forecasting accuracy, deal qualification frameworks, and the ability to manage a pipeline strategically.
The right test types for sales reps
Sales success comes from communication, strategy, and resilience. Your assessment should test all three.
AI voice interviews
The highest-signal assessment for sales. Evaluate discovery skills, objection handling, rapport building, and closing ability in real-time conversation with Kaaira.
Situational judgement tests
Present deal scenarios — lost champion, competitor undercutting, multi-stakeholder politics — and evaluate strategic decision-making and prioritisation.
Case studies
Give candidates a complex deal scenario with multiple stakeholders, budget constraints, and competitive pressure. Tests strategic thinking and deal architecture.
MCQ assessments
Test sales methodology knowledge — MEDDIC, SPIN, Challenger, pipeline metrics, forecasting, and qualification frameworks.
Artifact review
Have candidates review a proposal, discovery call transcript, or pipeline report with planted issues. Tests attention to detail and sales judgement.
Multi-test batteries
Combine AI interview + SJT + Case study for a comprehensive sales profile covering communication, strategy, and deal management.
Building a sales representative assessment
Design assessments that predict quota attainment, not just interview performance.
Define competencies
Core sales competencies: consultative selling, objection handling, business acumen, resilience, and pipeline management. For enterprise sales, add stakeholder management and complex deal navigation.
Design the assessment
For AEs: AI interview (discovery + objection handling) + Case study (complex deal strategy) + SJT (pipeline decisions). For SDRs: AI interview (outreach pitch) + MCQ (methodology) + SJT (prioritisation).
Score and compare
Competency profiles show exactly where each candidate excels. A rep strong in discovery but weak in closing needs different coaching than one strong in negotiation but weak in consultative selling.
Beyond the mock pitch
Mock pitches test presentation skills. Competency-based assessment tests the full range of skills that predict quota attainment.
Predicts quota attainment
Candidates who score high on consultative selling and business acumen consistently outperform those who only score high on communication. Multi-competency assessment captures the complete picture.
AI interviews at scale
Evaluate every candidate with a consistent, adaptive AI interviewer. No more relying on different sales managers to run mock pitches with different questions and standards.
Reveals coachability
AI voice interviews probe how candidates adapt when challenged. SJTs show how they respond to setbacks. Together, they reveal the coachability and resilience that predict long-term success.
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Frequently Asked Questions
Should I test for product knowledge in sales assessments?
No — product knowledge is trainable. Test consultative selling skills, business acumen, and objection handling approach. These are the transferable competencies that predict success regardless of which product the rep sells.
How does AI voice interview work for sales assessment?
Kaaira conducts a real-time conversation simulating a discovery call or objection-handling scenario. The AI adapts based on the candidate's responses, probes deeper on weak signals, and scores using a transparent 9-parameter rubric.
Can I assess different sales roles with the same framework?
Yes. SDRs, AEs, and enterprise reps share core competencies but at different proficiency levels. SDRs might target level 2-3 in consultative selling; enterprise AEs target level 4-5. Adjust scenarios and complexity accordingly.
How long should a sales assessment take?
45-60 minutes for a full battery. AI interview (15 min) + SJT (15 min) + Case study (20 min) provides comprehensive coverage. For high-volume SDR hiring, a shorter AI interview + SJT combo works in 30 minutes.
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