Sales Hiring Scorecard
Most sales hiring decisions are made on gut feel. This scorecard gives you a structured way to evaluate every candidate on the same dimensions — so you can compare fairly and hire confidently.
Why gut feel fails in sales hiring
Sales candidates are, by definition, good at selling. They're good at building rapport, reading the room, and making you feel like they're the right person. That's the job. Which means the skills that make someone a good salesperson also make them good at interviewing — and the two don't always correlate.
A structured scorecard forces you to evaluate behavioral evidence, not impression. It also gives you a consistent basis for comparing candidates and a documented rationale for your decision — which matters when a hire doesn't work out.
How to Score
Score each dimension 1–5 based on behavioral evidence from the interview. Maximum score: 35. Use the ranges below to interpret total scores.
Proceed with confidence. Verify references on top dimensions.
Hire with a clear development plan for the gap dimensions.
Significant risk. Only proceed if the role is junior and you have strong coaching capacity.
The gaps are too significant for the role. Keep looking.
Important: A high total score does not override a red flag. Review red flags independently — one disqualifying signal can outweigh strong scores elsewhere.
The 7 Dimensions
Each dimension includes a scoring guide, interview questions, and red flags. Score based on evidence — not impression.
Prospecting & Pipeline Building
Critical for hunter roles. Important for all.
Can this person find and create their own opportunities — or do they need leads handed to them?
Scoring guide
Describes a specific, repeatable prospecting system. Can articulate their ICP, outreach sequence, and conversion rates from memory.
Has prospected successfully in a previous role. Can describe their approach but it's not highly systematized.
Has relied primarily on inbound leads or SDR support. No clear prospecting methodology.
Interview questions
- Walk me through exactly how you build your pipeline when you start a new territory.
- What's your typical outreach sequence — channels, timing, messaging?
- What percentage of your pipeline last year was self-sourced vs. inbound?
Red flags
- Can't describe a specific prospecting approach
- Has only worked inbound-heavy environments and doesn't acknowledge the difference
Discovery & Qualification
Critical for all roles.
Does this person ask good questions — or do they pitch too early?
Scoring guide
Uses a named qualification framework (MEDDIC, BANT, etc.) or has developed their own. Can describe the specific questions they use to uncover budget, authority, and timeline.
Asks good questions in the interview. Can describe a discovery approach that goes beyond surface-level needs.
Jumps to solution quickly. Talks more about product features than buyer problems.
Interview questions
- What questions do you ask to determine if a prospect is actually qualified?
- Tell me about a deal you walked away from because it wasn't a fit. How did you know?
- How do you handle a prospect who wants a demo before you've done discovery?
Red flags
- Talks about their product more than the buyer's problem
- Can't describe how they qualify budget or decision authority
Process Discipline
Critical for roles requiring CRM hygiene and forecast accuracy.
Will this person follow the process — or work around it?
Scoring guide
Proactively describes how they use CRM to manage their pipeline. Has strong opinions about what good pipeline hygiene looks like. Logs activity consistently.
Uses CRM as required. Understands why it matters. Doesn't resist it.
Describes CRM as "overhead" or "something management wants." Has a history of inconsistent logging.
Interview questions
- How do you use your CRM to manage your pipeline on a day-to-day basis?
- What does your pipeline look like at the end of a typical week — how many deals, what stages?
- Tell me about a time a manager gave you feedback on your CRM hygiene. How did you respond?
Red flags
- Dismisses CRM as administrative overhead
- Can't describe their pipeline in concrete terms
Coachability
Critical for all roles. Non-negotiable for developing reps.
Will this person get better — or will they resist feedback?
Scoring guide
Proactively seeks feedback. Can describe specific coaching they received, what they changed, and the result. Shows genuine curiosity about improving.
Accepts feedback without defensiveness. Can describe a time they changed their approach based on input.
Deflects feedback to external factors. Attributes losses to the product, pricing, or market — not to their own approach.
Interview questions
- Tell me about a time a manager gave you feedback that was hard to hear. What did you do with it?
- What's something about your sales approach you've changed in the last year — and why?
- How do you typically respond when a deal you were confident about falls through?
Red flags
- Blames losses on product, pricing, or market without acknowledging their own role
- Can't describe a specific time they changed their approach based on feedback
Resilience & Grit
Critical for outbound-heavy and long-cycle roles.
Can this person handle rejection and keep going — or do they need constant wins to stay motivated?
Scoring guide
Has a specific mental framework for handling rejection. Can describe a sustained difficult period and how they pushed through it. Doesn't need external validation to stay motivated.
Has experienced rejection and kept going. Doesn't require constant wins. Can describe how they reset after a loss.
Performance is highly correlated with recent wins. Struggles to describe how they handle extended cold streaks.
Interview questions
- Tell me about the hardest stretch you've had in sales — when things just weren't working. How did you handle it?
- What's your process for resetting after a big deal falls through?
- How do you stay motivated when you're in a cold streak?
Red flags
- Can't describe a difficult period — may not have been in a challenging enough environment
- Motivation is entirely externally driven (contests, recognition, leaderboards)
Closing & Commitment
Critical for all revenue-generating roles.
Can this person ask for the business — directly, without being pushy?
Scoring guide
Has a clear, specific approach to closing. Can describe the language they use to ask for the business. Doesn't confuse "following up" with "closing."
Has closed deals. Can describe their approach. Comfortable asking for commitment.
Relies on the buyer to initiate the close. Describes closing as "building the relationship until they're ready."
Interview questions
- Walk me through how you close a deal. What do you actually say?
- Tell me about a deal where you had to push through resistance to get to yes.
- How do you handle a prospect who keeps saying "we're still evaluating"?
Red flags
- Can't describe specific closing language
- Closing approach is entirely passive ("I just keep following up")
Self-Awareness & Pattern Recognition
Important for all roles. Critical for senior hires.
Does this person understand their own strengths and gaps — and can they learn from patterns in their own performance?
Scoring guide
Can articulate their specific strengths and the situations where they're most effective. Has clear insight into where they lose deals and what they're doing to address it.
Has reasonable self-awareness. Can describe both strengths and areas for development without prompting.
Describes only strengths. Gaps are vague ("I could always improve my time management") or attributed to external factors.
Interview questions
- What type of sale do you win most consistently — and why?
- Where do you lose deals that you think you should be winning?
- What's the most significant gap in your sales skills right now, and what are you doing about it?
Red flags
- Only describes strengths
- Gaps are generic and not tied to specific patterns in their performance
How to Run the Process
Define role weights
Before interviewing, decide which dimensions matter most for this specific role. Hunter roles weight prospecting and resilience higher. Farmer roles weight relationship depth and process discipline.
Score independently
Each interviewer scores independently before the debrief. Anchoring bias is real — if one person speaks first, others adjust. Independent scoring first, discussion second.
Check red flags separately
Review the red flag list independently from the total score. One disqualifying signal can outweigh strong scores across other dimensions.
Document your rationale
Keep the scorecard on file. If the hire doesn't work out, you want to know whether the signal was there and you missed it — or whether it genuinely wasn't visible.
Related Resources
How to Evaluate an Interim Sales Manager
Applying the same rigor to fractional and interim hires
Sales Coaching Plan
Once hired, the 30/60/90-day development arc
Sales 1-on-1 Meeting Framework
The weekly meeting where you coach against the scorecard dimensions
Sales Weekly Meeting Agenda
The team meeting cadence the new hire steps into
Pipeline & Capacity Planner
Check pipeline coverage and model rep capacity against your target
Fractional Sales Manager
Get the hiring profile defined and the process run for you
Sales Leadership Operating System
The full SLOS hub — all tools in one place
Not Sure Who You're Looking For?
Before you hire, it helps to know exactly what the role needs to accomplish. A fractional sales manager can help you define the profile, run the process, and onboard whoever you hire. Part of the Sales Leadership Operating System.
Talk to Leaman