What should a sales assessment test measure?
Start with the sales motion. A retail adviser, an outbound lead-generation representative and an account executive do different work. An account executive may need to prepare a proposal; a lead-generation representative may need to establish relevance and secure a qualified meeting. Do not use the same paper merely because both titles include sales.
The O*NET service-sales occupation profile includes customer enquiries, proposals, pricing and customer records among its tasks. It is a US occupational reference, not a specification for every Indian sales role. Use your own job analysis and actual customer workflow to choose the tasks.
- Identify one or two customer interactions the new hire must handle.
- List the product facts a candidate needs, and provide those facts in the brief.
- Choose the language customers and colleagues actually use.
- Decide which evidence comes from the written test and which requires a later role-play.
Use this fictional customer brief for the sample questions
The following scenario and questions are original illustrative material. They are not an AssessEngine customer case, a live product price or a licensed sales test. Give every candidate the same brief.
A fictional scheduling service allows a business to maintain a shared appointment calendar and send appointment reminders. The annual plan costs ₹24,000 before tax. A one-time setup charge is ₹3,000 before tax. A salesperson may offer up to 10% off the annual plan only; the setup charge cannot be discounted. The brief makes no claim about integration with other software or guaranteed business results.
The prospective customer operates two branches with 18 staff and currently maintains appointments in spreadsheets. They say that follow-ups are sometimes missed, but have not quantified the problem. A decision-maker has not yet been identified. They mention another offer at ₹18,000, whose features and service terms are unknown.
Sample question 1: how would you establish the customer’s needs?
Ask the candidate: “What four questions would you ask before recommending a plan? State what you would learn from each answer.”
A useful response could ask how each branch records appointments, what a missed follow-up means operationally, who will evaluate and approve a change, and what timeframe or budget constraints affect the decision. Accept other job-relevant questions with a clear purpose. The task tests whether the candidate investigates rather than immediately pitching.
- Example: “How are appointments and follow-ups shared between the two branches?” Purpose: understand the current workflow and handoffs.
- Example: “What happens when a follow-up is missed, and how often does that occur?” Purpose: understand impact without inventing a monetary loss.
- Example: “Who would use the service and who approves the purchase?” Purpose: identify users and the decision process.
- Example: “When would you want a change in place, and what budget constraints should we understand?” Purpose: establish practical timing and affordability.
Sample question 2: how would you respond to a lower-price objection?
Ask the candidate: “The prospect says, ‘The other offer is ₹18,000. Why should we pay more?’ Write a response of up to 100 words, using only the supplied facts.”
Illustrative response: “It makes sense to compare the cost. Before recommending a choice, could we confirm whether the other offer includes a shared calendar for both branches, reminders and setup? Our standard annual plan is ₹24,000 before tax, with a separate ₹3,000 setup charge. I would first check whether the missed follow-ups are a problem this service addresses. If it fits, I can explain the permitted annual-plan discount and the full first-year amount.”
This response acknowledges price and seeks comparable scope. It does not claim that the competing offer lacks a feature or promise an unverified return. A candidate should not receive extra credit for aggressive discounting or unsupported claims.
Sample question 3: can the candidate calculate an accurate quote?
Ask the candidate: “The full permitted 10% annual-plan discount is approved. What is the first-year amount before tax, including setup? Show your calculation. What changes in a later renewal year if the same plan discount is approved again and setup is not charged again?”
Worked answer: 10% of ₹24,000 is ₹2,400. The discounted annual plan is ₹21,600. Add the non-discountable ₹3,000 setup charge: the first-year amount is ₹24,600 before tax. Under the stated renewal assumptions, the later-year amount is ₹21,600 before tax.
For this question, check both arithmetic and interpretation of the conditions. Discounting the setup fee produces an incorrect answer. Tax is deliberately excluded; the candidate should not assume a tax rate or an automatically recurring discount. A correct calculation here does not establish wider sales performance.
Sample question 4: can the candidate write a useful follow-up?
Ask the candidate: “Write a follow-up of up to 120 words. Summarise the known need, state the approved first-year quote and propose a next step. Do not invent product features or customer outcomes.”
Illustrative response: “Thank you for explaining how your two branches currently manage appointments in spreadsheets. Before we recommend a change, I would like to understand where follow-ups are being missed and who needs access to the shared calendar. With the approved 10% annual-plan discount, the first-year quote is ₹24,600 before tax, including ₹3,000 setup. Could we arrange a short walkthrough with the person who approves the purchase, using an example of your appointment workflow? That would help us confirm whether the calendar and reminders meet your needs.”
Judge clarity, factual accuracy and a relevant next step. If polished writing is not central to the actual job, reduce its emphasis and gather evidence through an appropriately designed spoken task. Do not turn the exercise into an unrelated language or typing-speed test.
How should recruiters score the sales assessment?
This is an illustrative recruiter rubric, not a scientifically validated scale, percentile or pass mark. Score five dimensions from 0 to 2, with a maximum of 10. Record the response evidence supporting each score; use the same agreed anchors for everyone.
Before launch, two reviewers should independently score a few pilot responses and discuss differences. Refine ambiguous criteria before using the assessment with applicants. Agree how unclear instructions, technical problems and incomplete attempts are handled.
- Needs discovery: 0 = no useful investigation; 1 = some relevant questions without a clear purpose; 2 = focused questions that explain the information needed for a recommendation.
- Product and commercial accuracy: 0 = invented features or unauthorised terms; 1 = mostly accurate but omits an important condition; 2 = stays within the brief and distinguishes known facts from questions.
- Quote calculation: 0 = incorrect amount or discounts setup; 1 = correct first-year total without a clear calculation or misses renewal assumptions; 2 = correct calculation and both stated quote conditions.
- Next-step judgement: 0 = pressure or no actionable step; 1 = a generic follow-up; 2 = a specific step that involves the relevant decision-maker and tests fit.
- Communication: 0 = meaning is unclear; 1 = understandable but incomplete or hard to follow; 2 = concise, accurate and suitable for the agreed job-relevant communication task.
How do you use the exercise in a hiring workflow?
A planning example is a 25-minute written exercise: five minutes for discovery, seven for the objection, five for pricing and eight for follow-up. Pilot the brief and timing with appropriate internal reviewers; this is not a recommended duration for every sales role. Tell candidates the format, time allowance, permitted tools and any support or accommodation process before they start.
Keep the numerical result and the reviewer’s notes distinguishable. Use a later structured role-play when listening, live questioning or a spoken explanation needs examination. A written response alone cannot show how a candidate listens to a customer. Avoid rejecting someone from an arbitrary total or a personality label.
Download the editable scorecard and adapt it to your role before use. The examples are public and should not be reused unchanged as a confidential live screening test. Create fresh, equivalent scenarios with reviewed answer keys, and explain whether reference materials or AI tools are permitted.
How can you discuss a sales assessment setup with AssessEngine?
AssessEngine’s public features describe employer-supplied questions, configurable assessment sections, written responses, reports and Excel exports. Ask the team to demonstrate how the selected objective and written tasks would be delivered and reviewed for your sales role. Do not assume that an open-ended response receives an automatic score.
Bring the role brief, expected candidate volume, question ownership, reviewer responsibilities and reporting requirements. The current pricing page separates standard objective assessments from subjective formats and other custom requirements. Request the actual combined scope rather than applying an objective-only price to this mixed exercise.
Common questions
What is a sales assessment test for hiring?
It is a structured evaluation of job-relevant sales tasks before a hiring decision. Depending on the role, it can examine needs discovery, product explanation, quote accuracy, objection handling and follow-up. Choose tasks from the actual job rather than treating sales as a single skill.
What are examples of sales assessment questions?
Ask candidates to propose discovery questions from a customer brief, respond to a price objection, calculate an authorised quote and write a follow-up. Provide the same facts and scoring criteria for all candidates. The original examples in this guide include worked answers.
What is a good passing score for a sales assessment?
There is no universal passing score. The illustrative 0–10 rubric in this guide organises reviewer observations; it is not a validated cut-off. Establish role-relevant criteria and review evidence alongside other appropriate hiring stages.
Should every sales candidate take a personality test?
Not automatically. First identify the evidence required for the role. If a psychological instrument is being considered, check its purpose, supporting evidence and interpretation requirements. It does not replace examining job-relevant sales tasks.
Can we use the sample questions as a live confidential test?
These examples are public. Use them as a planning reference, then write fresh equivalent tasks, review the brief and answer keys, and pilot the delivery before a live recruitment campaign.
Sources and further reading
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